PUBLICATIONS
OF
ANTONIO J. PLAZA
As of September 13, 2022 this
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Journal
Papers
(376):
- L.-J.
Deng, G.
Vivone, M. E.
Paoletti, G.
Scarpa, J. He,
Y. Zhang, J.
Chanussot and
A. Plaza. Machine
Learning in
Pansharpening:
A Benchmark,
from Shallow
to Deep
Networks.
IEEE
Geoscience and
Remote Sensing
Magazine,
accepted for
publication,
2022 (pdf)
[IF(2021)=13.925].
- Y.
Li, Q. Shi, L.
He, R. Cai, L.
Meng, J. Li
and A. Plaza.
Fusing
Sentinel-2 and
Landsat-8
Surface
Reflectance
Data via
Pixel-Wise
Local
Normalization.
IEEE
Journal of
Selected
Topics in
Applied Earth
Observations
and Remote
Sensing,
accepted for
publication,
2022 (pdf)
[IF(2021=4.715].
- S.
Minaee, Y.
Boykov, F.
Porikli, A.
Plaza, N.
Kehtarnavaz
and D.
Terzopoulos. Image
Segmentation
Using Deep
Learning: A
Survey.
IEEE
Transactions
on Pattern
Analysis and
Machine
Intelligence,
vol. 44, no.
7, pp.
3523-3542,
July 2022 (pdf)
[IF(2021)=24.314].
- J.
Yue, L. Fang,
P. Ghamisi, J.
Li, J.
Chanussot and
A. Plaza. Optical
Remote Sensing
Image
Understanding
with Weak
Supervision:
Concepts,
Methods and
Perspectives.
IEEE
Geoscience and
Remote Sensing
Magazine, vol.
10, no. 2, pp.
250-269, June
2022 (pdf)
[IF(2021)=13.925].
- L.
Lv, T. Chen,
J. Dou and A.
Plaza. A
Hybrid
Ensemble-Based
Deep-Learning
Framework for
Landslide
Susceptibility
Mapping.
International
Journal of
Applied Earth
Observation
and
Geoinformation,
vol. 108, pp.
1-14, 102713,
April 2022 (pdf)
[IF(2021)=7.672].
- B.
Tu, Y. Zhu, C.
Zhou, S. Chen
and A. Plaza.
Optimized
Spatial
Gradient
Transfer for
Hyperspectral-LiDAR
Data
Classification.
Remote
Sensing, vol.
14, no. 8,
1814, April
2022 (pdf)
[IF(2021=5.349].
- M.
Xu, F. Deng,
S. Jia, X. Jia
and A. Plaza.
Attention
Mechanism-Based
Generative
Adversarial
Networks for
Cloud Removal
in Landsat
Images.
Remote Sensing
of
Environment,
vol. 271,
112902, March
2022 (pdf)
[IF(2021)=13.850].
- H.-C.
Li, W.-S. Hu,
W. Li, J. Li,
Q. Du and A.
Plaza. A3CLNN:
Spatial,
Spectral and
Multi-Scale
Attention
ConvLSTM
Neural Network
for
Multi-Source
Remote Sensing
Data
Classification.
IEEE
Transactions
on Neural
Networks and
Learning
Systems, vol.
33, no. 2, pp.
747-761,
February 2022
(pdf)
[IF(2021)=14.255].
- B.
Tu, X. Liao,
Q. Li, Y. Peng
and A. Plaza.
Local
Semantic
Feature
Aggregation-Based
Transformer
for
Hyperspectral
Image
Classification.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-15,
Art. no.
5536115, 2022
(pdf)
[IF(2021)=8.125].
- S.
Zeng, Z. Wu,
Y. Xu, Z. Wei
and A. Plaza.
Learning
Orientation
Information
from
Frequency-Domain
for Oriented
Object
Detection in
Remote Sensing
Images.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-2,
Art. no.
5628512, 2022
(pdf)
[IF(2021)=8.125].
- L.
He, J. Xie, J.
Li, A. Plaza,
J. Chanussot
and J. Zhu. Variable
Sub-Pixel
Convolution
Based
Arbitrary-Resolution
Hyperspectral
Pansharpening.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-19,
Art. no.
5534519, 2022
(pdf)
[IF(2021)=8.125].
- Z.
Wu, H. Su, X.
Tao, L. Han,
M. E.
Paoletti, J.
M. Haut, J.
Plaza and A.
Plaza. Hyperspectral
Anomaly
Detection with
Relaxed
Collaborative
Representation.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-17,
Art no.
5533417, 2022
(pdf)
[IF(2021)=8.125].
- W.-S.
Hu, H.-C. Li,
R. Wang, F.
Gao, Q. Du and
A. Plaza. Pseudo
Complex-Valued
Deformable
ConvLSTM
Neural Network
with Mutual
Attention
Learning for
Hyperspectral
Image
Classification.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-17,
Art No.
5533017, 2022
(pdf)
[IF(2021)=8.125].
- J.
Chen, Y. Wang,
L. Zhang, M.
Liu and A.
Plaza. DRFL-VAT:
Deep
Representative
Feature
Learning with
Virtual
Adversarial
Training for
Semi-Supervised
Classification
of
Hyperspectral
Images.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-14,
Art. no.
5532914, 2022
(pdf)
[IF(2021)=8.925].
- S.
K. Roy, A.
Deria, D.
Hong, M.
Ahmad, A.
Plaza and J.
Chanussot. Hyperspectral
and LiDAR Data
Classification
Using Joint
CNNs and
Morphological
Feature
Learning.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-16,
Art no.
5530416, 2022
(pdf)
[IF(2021)=8.125].
- T.
Chen, Y. Liu,
Y. Zhang, B.
Du and A.
Plaza. Superpixel-Based
Collaborative
and Low-Rank
Regularization
for Sparse
Hyperspectral
Unmixing.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-16,
Art no.
5529216, 2022
(pdf)
[IF(2021)=8.125].
- J.
Kang, Z. Wang,
R. Zhu, J.
Xia, X. Sun,
R.
Fernandez-Beltran
and A. Plaza.
DisOptNet:
Distilling
Semantic
Knowledge from
Optical Images
for
Weather-independent
Building
Segmentation.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-15,
Art no.
4706315, 2022
(pdf)
[IF(2021)=8.125].
- X.
Tao, M. E.
Paoletti, L.
Han, J. M.
Haut, P. Ren,
J. Plaza and
A. Plaza. Fast
Orthogonal
Projection for
Hyperspectral
Unmixing.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-13,
Art no.
5523313, 2022
(pdf)
[IF(2021)=8.125].
- X.
Wang, G. Li,
A. Plaza and
Y. He. Revisiting
SLIC: Fast
Superpixel
Segmentation
of Marine SAR
Images Using
Density
Features.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-18,
Art no.
5221818, 2022
(pdf)
[IF(2021)=8.125].
- L.
He, J. Zhu, J.
Li, A. Plaza,
J. Chanussot
and Z. Yu. CNN-Based
Hyperspectral
Pansharpening
with Arbitrary
Resolution.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-21,
Art
no. 5518821,
2022 (pdf)
[IF(2021)=8.125].
- D.
Hong, Z. Han,
J. Yao, L.
Gao, B. Zhang,
A. Plaza and
J. Chanussot.
SpectralFormer:
Rethinking
Hyperspectral
Image
Classification
with
Transformers.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-15,
Art no.
5518615, 2022
(pdf)
[IF(2021)=8.125].
- S.
K. Roy, P.
Kar, D. Hong,
Y. Xu, A.
Plaza and J.
Chanussot. Revisiting
Deep
Hyperspectral
Feature
Extraction
Networks via
Gradient
Centralized
Convolution.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-19,
Art
no. 5516619,
2022 (pdf)
[IF(2021)=8.125].
- B.
Tu, X. Yang,
X. Ou, G.
Zhang, J. Li
and A. Plaza.
Ensemble
Entropy Metric
for
Hyperspectral
Anomaly
Detection.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-17,
Art no.
5513617, 2022
(pdf)
[IF(2021)=8.125].
- X.
Zhao, L. Liu,
Y. Wang, L.
Zhang and A.
Plaza. DS4L:
Deep
Semi-Supervised
Shared
Subspace
Learning for
Hyperspectral
Image
Classification.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-14,
Art no.
5516514, 2022
(pdf)
[IF(2021)=8.125].
- L.
Han, P. Li, A.
Plaza and P.
Ren. Hashing
for
Localization
(HfL): A
Baseline for
Fast
Localizing
Objects in a
Large-Scale
Scene.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-16 (pdf),
Art
no. 5609916,
2022 [IF(2021)=8.125].
- H.-C.
Li, X.-R.
Feng, D.-H.
Zai, Q. Du and
A. Plaza. Self-Supervised
Robust Deep
Matrix
Factorization
for
Hyperspectral
Unmixing.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-14,
Art no.
5513214, 2022
(pdf)
[IF(2021)=8.125].
- J.
Li, Y. Li, R.
Cai, L. He, J.
Chen and A.
Plaza. Enhanced
Spatiotemporal
Fusion via
MODIS-Like
Images.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-17,
Art no.
5610517, 2022
(pdf)
[IF(2021)=8.125].
- X.
Zhao, L. Liu,
Y. Wang, L.
Zhang and A.
Plaza. DFLLR:
Deep Feature
Learning with
Latent
Relationship
Embedding for
Remote Sensing
Image
Retrieval.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-14,
Art no.
5608114, 2022
(pdf)
[IF(2021)=8.125].
- J.
Kang, R.
Fernandez-Beltran,
Z. Wang, X.
Sun, J. Ni and
A. Plaza. Rotation-Invariant
Deep Embedding
for Remote
Sensing Images.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-13,
Art no.
5509713, 2022
(pdf)
[IF(2021)=8.125].
- S.
Zhang, G.
Zhang, F. Li,
C. Deng, S.
Wang, A. Plaza
and J. Li. Spectral-Spatial
Hyperspectral
Unmixing Using
Nonnegative
Matrix
Factorization.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-13,
Art no.
5505713, 2022
(pdf)
[IF(2021)=8.125].
- S.
Mei, X. Chen,
Y. Zhang, J.
Li and A.
Plaza. Accelerating
Convolutional
Neural Network
based
Hyperspectral
Image
Classification
by Step
Activation
Quantization.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-12,
Art no.
5502012, 2022
(pdf)
[IF(2021)=8.125].
- S.
K. Roy, J. M.
Haut, M. E.
Paoletti, S.
R. Dubey and
A. Plaza. Generative
Adversarial
Minority
Oversampling
for
Spectral-Spatial
Hyperspectral
Image
Classification.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
60, pp. 1-15,
Art no.
5500615, 2022
(pdf)
[IF(2021)=8.125].
- J.
Kang, R.
Fernandez-Beltran,
S. Liu and A.
Plaza. Towards
Tightness of
Scalable
Neighborhood
Component
Analysis for
Remote Sensing
Image
Characterization.
IEEE
Geoscience and
Remote Sensing
Letters, vol.
19, pp. 1-5,
Art no.
3510905, 2022
(pdf)
[IF(2021)=5.343].
- J.
L. Garcia, M.
E. Paoletti,
L. I. Jimenez,
J. M. Haut and
A. Plaza. Efficient
Semantic
Segmentation
of
Hyperspectral
Images using
Adaptable
Rectangular
Convolution.
IEEE
Geoscience and
Remote Sensing
Letters, vol.
19, pp. 1-5,
Art no.
3510905, 2022
(pdf)
[IF(2021)=5.343].
- M.
E. Paoletti,
J. M. Haut, T.
Alipourd-Fard,
S. K. Roy, E.
M. T. Hendrix
and A. Plaza.
Separable
Attention
Network in
Single- and
Mixed-Precision
Floating Point
for Land-Cover
Classification
of Remote
Sensing Images.
IEEE
Geoscience and
Remote Sensing
Letters, vol.
19, pp. 1-5,
Art no.
2501605, 2022
(pdf)
[IF(2021)=5.343].
- X.
Tao, M. E.
Paoletti, J.
M. Haut, L.
Han, P. Ren,
J. Plaza and
A. Plaza. Endmember
Estimation
from
Hyperspectral
Images Using
Geometric
Distances.
IEEE
Geoscience and
Remote Sensing
Letters, vol.
19, pp. 1-5,
Art no.
5508405, 2022
(pdf)
[IF(2021)=5.343].
- J.
Kang, R.
Fernandez-Beltran,
X. Sun, J. Ni
and A. Plaza.
Deep
Learning-based
Building
Footprint
Extraction
with Missing
Annotations.
IEEE
Geoscience and
Remote Sensing
Letters, vol.
19, pp. 1-5,
Art no.
3002805, 2022
(pdf)
[IF(2021)=5.343].
- J.
M. Haut, A. Alcolea, M. E.
Paoletti, J. Plaza, J. Resano and
A. Plaza. GPU-Friendly Neural
Networks for Remote Sensing
Scene Classification.
IEEE
Geoscience and
Remote Sensing
Letters, vol.
19, pp. 1-5,
Art no.
8001005, 2022
(pdf)
[IF(2021)=5.343].
- B.
Tu, C. Zhou,
W. Kuan, S.
Chen and A.
Plaza. Multiattribute
Sample
Learning for
Hyperspectral
Image
Classification
Using
Hierarchical
Peak Attribute
Propagation.
IEEE
Transactions
on
Instrumentation
and
Measurement,
vol. 71, pp.
1-17, Art no.
6502617, 2022
(pdf)
[IF(2021)=5.332].
- X.
Tao, M. E.
Paoletti, L.
Han, Z. Wu, P.
Ren, J. Plaza,
A. Plaza and
J. M. Haut. A
New Deep
Convolutional
Network for
Effective
Hyperspectral
Unmixing.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
15, pp.
6999-7012,
2022 (pdf)
[IF(2021=4.715].
- B.
Tu, X. Liao,
Q. Li, C. Zhou
and A. Plaza.
Multi-Resolution
Pyramid
Enhanced
Non-Local
Feature
Extraction for
Hyperspectral
Classification.
IEEE
Journal of Selected Topics in
Applied Earth Observations and
Remote Sensing, vol. 15, pp.
5865-5879, 2022 (pdf)
[IF(2021)=4.715].
- X.-R.
Feng, H.-C.
Li, R. Wang,
Q. Du, X. Jia
and A. Plaza.
Hyperspectral
Unmixing Based
on Nonnegative
Matrix
Factorization:
A
Comprehensive
Review. IEEE
Journal of
Selected
Topics in
Applied Earth
Observations
and Remote
Sensing,
vol. 15, pp. 4414-4436, 2022 (pdf)
[IF(2021)=4.715].
- T.
Chen, X.
Zheng, R. Niu
and A. Plaza.
Open-pit
Area Mapping
with Gaofen-2
Satellite
Images using
U-Net+.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing,
vol. 15, pp. 3589-3599 (pdf),
2022 [IF(2021)=4.715].
- T.
Chen, Z. Lu, Y. Yang, Y. Zhang, B.
Du and A. Plaza. A Siamese
Network-Based U-Net for Change
Detection in High Resolution
Remote Sensing Images. IEEE
Journal of Selected Topics in
Applied Earth Observations and
Remote Sensing, vol. 15, pp.
2357-2369, 2022 (pdf),
2022 [IF(2021)=4.715].
- B.
Tu, W. He, W.
He, X. Ou and
A. Plaza. Hyperspectral
Classification
via
Global-Local
Hierarchical
Weighting
Fusion Network.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
15, pp.
184-200, 2022
(pdf)
[IF(2021)=4.715].
- S.
K. Roy, A.
Deria, D.
Hong, B.
Rasti, A.
Plaza and J.
Chanussot. Multimodal
Fusion
Transformer
for Remote
Sensing Image
Classification.
arXiv preprint
arXiv:2203.16952
(pdf).
- S.
K. Roy, M. E.
Paoletti, J.
M. Haut, S. R.
Dubey, P. Kar,
A. Plaza and
B. B.
Chaudhury. AngularGrad:
A New
Optimization
Technique for
Angular
Convergence of
Convolutional
Neural
Networks.
arXiv preprint
arXiv:2105.10190
(pdf).
- D.
Hong, Z. Han,
J. Yao, B.
Zhang, A.
Plaza and J.
Chanussot. SpectralFormer:
Rethinking
Hyperspectral
Image
Classification
with
Transformers.
arXiv preprint
arXiv:2107.02988
(pdf).
- L.
Wan, T. Chen,
A. Plaza and
H. Cai. Hyperspectral
Unmixing Based
on Spectral
and Sparse
Deep
Convolutional
Neural
Networks.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
14, pp.
11669-11682,
2021 (pdf)
[IF(2021)=4.715].
- B.
Liang, C. Liu,
J. Li, A.
Plaza and Jose
M.
Bioucas-Dias.
Semi-Supervised
Discriminative
Random Field
for
Hyperspectral
Image
Classification.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing,vol.
14, pp.
12403-12414,
2021 (pdf)
[IF(2021)=4.715].
- T.
Liu, T. Chen,
R. Niu and A.
Plaza. Landslide
Detection
Mapping
Employing CNN,
ResNet and
DenseNet in
the Three
Gorges
Reservoir,
China.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
14, pp.
11417-11428,
2021 (pdf)
[IF(2021)=4.715].
- J.
Kang, Z. Wang,
R. Zhu, X.
Sun, R.
Fernandez-Beltran
and A. Plaza.
PiCoCo:
Pixelwise
Contrast and
Consistency
Learning for
Semi-Supervised
Building
Footpring
Segmentation.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
14, pp.
10548-10559,
2021 (pdf)
[IF(2021)=4.715].
- R.
Fernandez-Beltran,
F. Pla, J.
Kang, J.
Moreno and A.
Plaza. Sentinel-3/FLEX
Biophyisical
Product
Confidence
Using
Sentinel-2
Land-Cover
Spatial
Distributions.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
14, pp.
3447-3461,
2021 (pdf)
[IF(2021)=4.715].
- A.
Redondo, J. M.
Haut, M. E.
Paoletti, X.
Tao, J. Plaza
and A. Plaza.
Analysis of
Remotely
Sensed Images
Through Social
Media.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
14, pp.
3026-3039,
2021 (pdf)
[IF(2021)=4.715].
- J.
Kang, R.
Fernandez-Beltran,
X. Kang, J. Ni
and A. Plaza.
Noise-Tolerant
Deep
Neighborhood
Embedding for
Remotely
Sensed Images
with Label
Noise.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
14, pp.
2551-2562,
2021 (pdf)
[IF(2021)=4.715].
- X.
Wang, Y. He,
G. Li and A.
Plaza. Adaptive
Superpixel
Segmentation
in Marine SAR
Images
Aggregating
Fisher Vectors.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
14, pp.
2058-2069,
2021 (pdf)
[IF(2021)=4.715].
- S.
K. Roy, R.
Mondal, M. E.
Paoletti, J.
M. Haut and A.
Plaza. Morphological
Convolutional
Neural
Networks for
Hyperspectral
Image
Classification.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
14, pp.
8689-8702,
2021 (pdf)
[IF(2021)=4.715].
- X.
Gao, T. Chen,
R. Niu and A.
Plaza. Recognition
and Mapping of
Landslide
Using a Fully
Convolutional
DenseNet and
Influencing
Factors.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
14, pp.
7881-7894,
2021 (pdf)
[IF(2021)=4.715].
- H.
Cai, T. Chen,
R. Niu and A.
Plaza. Landslide
Detection
Using Densely
Connected
Convolutional
Neural
Networks and
Environmental
Conditions.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
14, pp.
5235-5247,
2021 (pdf)
[IF(2021)=4.715].
- C.
Zhou, B. Tu,
N. Li, W. He
and A. Plaza.
Structure-Aware
Multi-Kernel
Learning for
Hyperspectral
Image
Classification.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
14, pp.
9837-9854,
2021 (pdf)
[IF(2021)=4.715].
- M.
E. Paoletti,
J. M. Haut, N.
S. Pereira, J.
Plaza and A.
Plaza. Ghostnet
for
Hyperspectral
Image
Classification.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
59, no. 12,
pp.
10378-10393,
December 2021
(pdf)
[IF(2021)=8.125].
- K.
Tan, X. Jia
and A. Plaza.
Special
Section Guest
Editorial:
Satellite
Hyperspectral
Remote
Sensing:
Algorithms and
Applications.
Journal of
Applied Remote
Sensing, vol.
15, no. 4, pp.
042601-1-2,
December 2021
(pdf)
[IF(2021)=1.568].
- X.
Wang, G. Li,
A. Plaza and
Y. He. Ship
Detection in
SAR Images via
Enhanced
Nonnegative
Sparse
Locality-Representation
of Fisher
Vectors.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
59, no. 11,
pp. 9424-9438,
November 2021
(pdf)
[IF(2021)=8.125].
- X.
Wang, G. Li,
A. Plaza Y.
He. Ship
Detection in
SAR Images by
Aggregating
Densities of
Fisher
Vectors:
Extension to a
Global
Perspective.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
59, no. 11,
pp. 9424-9438,
November 2021
(pdf)
[IF(2021)=8.125].
- Y.
Su, X. Xu, J.
Li, H. Qi, P.
Gamba and A.
Plaza. Deep
Autoencoders
with
Multi-Task
Learning for
Bilinear
Hyperspectral
Unmixing.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
59, no. 10,
pp. 8615-8629,
October 2021 (pdf)
[IF(2021)=8.125].
- J.
Kang, R.
Fernandez-Beltran,
P. Duan, X.
Kang and A.
Plaza. Robust
Normalized
Softmax Loss
for Deep
Metric
Learning-based
Characterization
of Remote
Sensing Images
with Label
Noise.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
59, no. 10,
pp. 8798-8811,
October 2021 (pdf)
[IF(2021)=8.125].
- D.
Gosh, S.
Chakravorty,
A. Plaza and
J. Li. Change
Prediction and
Modelling of
Dynamic
Mangrove
Ecosystem
Using Remotely
Sensed
Hyperspectral
Image Data.
Journal of
Applied Remote
Sensing. vol.
15, no. 4, pp.
042606,
September 2021
(pdf)
[IF(2020)=1.568].
- J.
M. Haut, M. E.
Paoletti, S.
Moreno-Alvarez,
J. Plaza, Juan
A.
Rico-Gallego
and A. Plaza.
Distributed
Deep Learning
for Remote
Sensing Data
Interpretation.
Proceedings of
the IEEE, vol.
109, no. 8,
pp. 1320-1349,
August 2021 (pdf)
[IF(2021)=14.910].
- Z.
Liu, J. Li, L.
Whang and A.
Plaza. Geographic
Optimal
Transport for
Heterogeneous
Data: Fusing
Remote Sensing
and Social
Media.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
59, no. 8, pp.
6935-6945,
August 2021 (pdf)
[IF(2021)=8.125].
- M.
E. Paoletti,
X. Tao, J. M.
Haut, S.
Moreno-Alvarez
and A. Plaza.
Deep Mixed
Precision for
Hyperspectral
Image
Classification.
Journal of
Supercomputing,
no. 8, August
2021 (pdf)
[IF(2021)=2.557].
- Z.
Wu, J. Sun, Y.
Zhang, Y. Zhu,
J. Li, A.
Plaza, J. A.
Benediktsson
and Z. Wei. Scheduling-Guided
Automatic
Processing of
Massive
Hyperspectral
Image
Classification
on Cloud
Computing
Architectures.
IEEE
Transactions
on
Cybernetics,
vol. 51, no.
7, pp.
3588-3601,
July 2021 (pdf)
[IF(2021)=19.118].
- D.
Hong, L. Gao,
J. Yao, B.
Zhang, A.
Plaza and J.
Chanussot. Graph
Convolutional
Networks for
Hyperspectral
Image
Classification.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
59, no. 7, pp.
5966-5978,
July 2021 (pdf)
[IF(2021)=8.125].
- M.
E. Paoletti,
J. M. Haut, X.
Tao, J. Plaza
and A. Plaza.
FLOP-Reduction
through Memory
Allocations
within CNN for
Hyperspectral
Image
Classification.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
59, no. 7, pp.
5938-5952,
July 2021 (pdf)
[IF(2021)=8.125].
- M.
E. Paoletti,
J. M. Haut, P.
Ghamisi, N.
Yokoya, J.
Plaza and A.
Plaza. U-IMG2DSM:
Unpaired
Simulation of
Digital
Surface Models
with
Generative
Adversarial
Networks.
IEEE
Geoscience and
Remote Sensing
Letters, vol.
18, no. 7, pp.
1288-1292,
July 2021 (pdf)
[IF(2021)=5.343].
- S.-E.
Qian, R. O.
Green and A.
Plaza. Special
Section Guest
Editorial:
Hyperspectral
Remote Sensing
and Imaging
Spectrometer
Design.
Journal of
Applied Remote
Sensing, vol.
15, no. 3, pp.
032201-1-2,
July-September
2021 (pdf)
[IF(2021)=1.568].
- T.
Alipour-Fard,
M. E.
Paoletti, J.
M. Haut, H.
Arefi, J.
Plaza and A.
Plaza. Multibranch
Selective
Kernel
Networks for
Hyperspectral
Image
Classification.
IEEE
Geoscience and
Remote Sensing
Letters, vol.
18, no. 6, pp.
1089-1093,
June 2021 (pdf)
[IF(2021)=5.343].
- J.
Kang, R.
Fernandez-Beltran,
D. Hong, J.
Chanussot and
A. Plaza. Graph
Relation
Network:
Modeling
Relations
Between Scenes
for Multilabel
Remote-Sensing
Image
Classification
and Retrieval.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
59, no. 5, pp.
4355-4369, May
2021 (pdf)
[IF(2021)=8.125].
- W.-S.
Hu, H.-C. Li,
Y.-J. Deng, X.
Sun, Q. Du and
A. Plaza. Lightweight
Tensor
Attention-Driven
ConvLSTM
Neural Network
for
Hyperspectral
Image
Classification.
IEEE Journal
of Selected
Topics in
Signal
Processing,
vol. 15, no.
3, pp.
734-745, April
2021 (pdf)
[IF(2021)=7.695].
- J.
Kang, R.
Fernandez-Beltran,
P. Duan, S.
Liu and A.
Plaza. Deep
Unsupervised
Embedding for
Remotely
Sensed Images
Based on
Spatially
Augmented
Momentum
Contrast.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
59, no. 3, pp.
2598-2610,
March 2021 (pdf)
[IF(2021)=8.125].
- X.
Tao, M. E.
Paoletti, J.
M. Haut, P.
Ren, J. Plaza
and A. Plaza.
Endmember
Estimation
with Maximum
Distance
Analysis.
Remote
Sensing, vol.
13, no. 4,
713, February
2021 (pdf)
[IF(2021)=5.349].
- R.
Fernandez-Beltran,
B. Demir, F.
Pla and A.
Plaza. Unsupervised
Remote Sensing
Image
Retrieval
Using
Probabilistic
Latent
Semantic
Hashing.
IEEE
Geoscience and
Remote Sensing
Letters, vol.
18, no. 2, pp.
256-260,
February 2021
(pdf)
[IF(2021)=5.343].
- C.
Liu, J. Li, L.
He, A. Plaza,
S. Li and B.
Li. Naive
Gabor Networks
for
Hyperspectral
Image
Classification.
IEEE
Transactions
on Neural
Networks and
Learning
Systems, vol.
32, no. 1, pp.
376-390,
January 2021 (pdf)
[IF(2021)=14.255].
- P.
Zhen, Z. Wu,
J. Sun, Y.
Zhang, Y. Zhu,
Y. Shen, J.
Yang, Z. Wei
and A. Plaza.
A Parallel
Unmixing-Based
Content
Retrieval
System for
Distributed
Hyperspectral
Imagery
Repository on
Cloud
Computing
Platforms.
Remote
sensing, vol.
13, no. 2,
176, January
2021 (pdf)
[IF(2021)=5.349].
- J.
Kang, R.
Fernandez-Beltran,
Z. Ye, X. Tong
and A. Plaza.
Deep
Hashing Based
on
Class-Discriminated
Neighborhood
Embedding.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
13, pp.
5998-6007,
2020 (pdf)
[IF(2020)=3.784].
- L.
He, J. Zhu, J.
Li, D. Meng,
J. Chanussot
and A. Plaza.
Spectral-Fidelity
Convolutional
Neural
Networks for
Hyperspectral
Pansharpening.
IEEE Journal
of Selected
Topics in
Applied Earth
Observations
and Remote
Sensing, vol.
13, pp.
5898-5914,
2020 (pdf)
[IF(2020)=3.784][IF(2020)=3.784][IF(2020)=3.784].
- X.
Xiang, J. Li, S. Li and A. Plaza. Curvelet
Transform Domain-Based Sparse Nonnegative Matrix
Factorization for Hyperspectral Unmixing.
IEEE Journal of Selected Topics in
Applied Earth Observations and
Remote Sensing, vol. 13, pp.
4908-4924, 2020 (pdf) [IF(2020)=3.784].
- D.
Shah, T.
Zaveri, Y. N.
Trivedi and A.
Plaza. Entropy-Based
Convex Set
Optimization
for
Spatial-Spectral
Endmember
Extraction
from
Hyperspectral
Images. IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 13, pp.
4200-4213, 2020
(pdf)
[IF(2020)=3.784].
- M.
A. T. Figueiredo and A. Plaza. José Manuel
Bioucas Dias (1960-2020) [In Memoriam]. IEEE
Geoscience and Remote Sensing Magazine, vol. 8, no.
4, pp. 123-124, December 2020 (pdf)
[IF(2020)=8.225].
- X.
Tao, T. Cui,
A. Plaza and
P. Ren. Simultaneously
Counting and
Extracting
Endmembers in
a
Hyperspectral
Image Based on
Divergent
Subsets. IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
58, no. 12,
pp. 8952-8966,
December 2020
(pdf)
[IF(2020)=5.600].
- J.
Kang, R.
Fernandez-Beltran,
Z. Ye, X.
Tong, P.
Ghamisi and A.
Plaza. Deep
Metric
Learning Based
on Scalable
Neighborhood
Components for
Remote Sensing
Scene
Characterization.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
58, no. 12,
pp. 8905-8918,
December 2020
(pdf)
[IF(2020)=5.600].
- B.
Tu, X. Yang,
C. Zhou, D. He
and A. Plaza.
Hyperspectral
Anomaly
Detection
Using Dual
Window Density.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
58, no. 12,
pp. 8503-8517,
December 2020
(pdf)
[IF(2020)=5.600].
- M.
Sanchez, A.
Cuartero, M.
Barrena and A.
Plaza. A
New Method for
Positional
Accuracy
Analysis in
Georeferenced
Satellite
Images without
Independent
Ground Control
Points.
Remote
Sensing, vol.
12, no. 24,
4132, December
2020 (pdf)
[IF(2020)=4.848].
- R.
Fernandez-Beltran,
F. Pla and A.
Plaza. Endmember
Extraction
from
Hyperspectral
Imagery Based
on
Probabilistic
Tensor Moments.
IEEE
Geoscience and
Remote Sensing
Letters, vol.
17, no. 12,
pp. 2120-2124,
December 2020
(pdf)
[IF(2020)=3.966].
- T.
Chen, N. Hu,
R. Niu, N.
Zhen and A.
Plaza. Object-Oriented
Open-Pit Mine
Mapping Using
Gaofen-2
Satellite
Image and
Convolutional
Neural
Network, for
the Yuzhou
City, China.
Remote
Sensing, vol.
12, no. 23,
3895, November
2020 (pdf)
[IF(2020)=4.848].
- C.
Kwan, D.
Gribben, B.
Ayhan, J. Li,
S. Bernabe and
A. Plaza. An
Accurate
Vegetation and
Non-Vegetation
Differentiation
Approach Based
on Land Cover
Classification.
Remote
Sensing, vol.
12, no. 23,
3880, November
2020 (pdf)
[IF(2020)=4.848].
- M.
E. Paoletti,
J. M. Haut, J.
Plaza and A.
Plaza. Scalable
Recurrent
Neural Network
for
Hyperspectral
Image
Classification.
Journal of
Supercomputing,
vol. 76, pp.
8866-8882,
November 2020
(pdf)
[IF(2021)=2.557].
- B.
Shen, X. Xu,
J. Li, A.
Plaza and Q.
Huang. Unfolding
Spatial-Temporal
Patterns of
Taxi Trip
based on an
Improved
Network Kernel
Density
Estimation.
ISPRS
International
Journal of
Geo-Information,
vol. 9, no.
11, 683,
November 2020
(pdf)
[IF(2020)=2.971].
- P.
Li, L. Hang,
X. Tao, X.
Zhang, C.
Grecos, A.
Plaza and P.
Ren. Hashing
Nets for
Hashing: A
Quantized Deep
Learning to
Hash Framework
for Remote
Sensing Image
Retrieval.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
58, no. 10,
pp. 7331-7345,
October 2020 (pdf)
[IF(2020)=5.600].
- J.
Kang, R.
Fernandez-Beltran,
Z. Ye, X.
Tong, P.
Ghamisi and A.
Plaza. High-Rankness
Regularized
Semi-Supervised
Deep Metric
Learning for
Remote Sensing
Imagery. Remote
Sensing,
vol. 12, no. 16, 2603, August 2020 (pdf)
[IF(2020)=4.848].
- B.
Tu, C. Zhou,
D. He, S.
Huang and A.
Plaza. Hyperspectral
Classification
with Noisy
Label
Detection via
Superpixel-to-Pixel
Weighting
Distance.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
58, no. 6, pp.
4116-4131,
June 2020 (pdf)
[IF(2020)=5.600][IF(2020)=5.600][IF(2020)=5.600].
- C.
Kwan, B.
Ayhan, B.
Budavari, Y.
Lu, D. Perez,
J. Li, S.
Bernabe and A.
Plaza. Deep
Learning for
Land Cover
Classification
Using Only a
Few Bands.
Remote
Sensing,
vol. 12, no. 12, 2000, June 2020 (pdf)
[IF(2020)=4.848].
- M.
E. Paoletti,
J. M. Haut, J.
Plaza and A.
Plaza. Neighboring
Region Dropout
for
Hyperspectral
Image
Classification.
IEEE
Geoscience and
Remote Sensing
Letters, vol.
17, no. 6, pp.
1032-1036,
June 2020 (pdf)
[IF(2020)=3.966].
- J.
L. Schmalzel,
A. Plaza and
K. Fowler. Editorial.
IEEE Journal
on
Miniaturization
for Air and
Space Systems,
vol. 1, no. 1,
pp. 2, June
2020 (pdf).
- N.
He, L. Fang,
S. Li, J.
Plaza and A.
Plaza. Skip-Connected
Covariance
Network for
Remote Sensing
Scene
Classification.
IEEE
Transactions
on Neural
Networks and
Learning
Systems, vol.
31, no. 5, pp.
1461-1474, May
2020 (pdf)
[IF(2020)=10.451].
- A.
Maffei, J. M.
Haut, M. E.
Paoletti, J.
Plaza, L.
Bruzzone and
A. Plaza. A
Single Model
CNN for
Hyperspectral
Image
Denoising.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
58, no. 4, pp.
2516-2529,
April 2020 (pdf)
[IF(2020)=5.600].
- X.
Xu, J. Li, S.
Li and A.
Plaza. Generalized
Morphological
Component
Analysis for
Hyperspectral
Unmixing.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
58, no. 4, pp.
2817-2832,
April 2020 (pdf)
[IF(2020)=5.600].
- M.
E. Paoletti,
J. M. Haut, X.
Tao, J. Plaza
and A. Plaza.
A New GPU
Implementation
of Support
Vector
Machines for
Fast
Hyperspectral
Image
Classification.
Remote Sensing,
vol. 12, no. 8, 1257, April 2020 (pdf)
[IF(2020)=4.848].
- C.
Kwan, D. Gribben, B. Ayhan, S. Bernabe, A.
Plaza and M. Selva. Improving Land Cover
Classification Using Extended
Multi-attribute Profiles (EMAP) Enhanced
Color, Near Infrared, and LiDAR Data. Remote
Sensing,
vol. 12, no. 9, 1392, April 2020 (pdf)
[IF(2020)=4.848].
- F.
Xu, C. Hu, J.
Li, A. Plaza
and M. Datcu.
Special
Focus on Deep
Learning in
Remote Sensing
Image
Processing.
Science China
Information
Sciences, vol.
63, no. 4, pp.
140300:1-140300:2,
April 2020 (pdf)
[IF(2020)=4.380].
- J.
Li, Y. Li, L.
He, J. Chen
and A. Plaza.
Spatio-Temporal
Fusion for
Remote Sensing
Data: An
Overview New
Benchmark.
Science China
Information
Sciences, vol.
63, no. 4, pp.
140301:1-140301:17,
April 2020 (pdf)
[IF(2020)=4.380].
- Y.
Li, J. Li, L.
He, J. Chen
and A. Plaza.
A New
Sensor
Bias-Driven
Spatio-Temporal
Fusion Model
Based on
Convolutional
Neural
Networks.
Science China
Information
Sciences, vol.
63, no. 4, pp.
140302:1-140302:16,
April 2020 (pdf)
[IF(2020)=4.380].
- N.
He, L. Fang
and A. Plaza.
Hybrid
First and
Second Order
Attention Unet
for Building
Segmentation
in Remote
Sensing Images.
Science China
Information
Sciences, vol.
63, no. 4, pp.
140305:1–140305:12,
April 2020 (pdf)
[IF(2020)=4.380].
- M.
E. Paoletti,
J. M. Haut, J.
Plaza and A.
Plaza. Neural
Ordinary
Differential
Equations for
Hyperspectral
Image
Classification.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
58, no. 3, pp.
1718-1734,
March 2020
(pdf)
[IF(2020)=5.600].
- A.
Alcolea, M. E.
Paoletti, J.
M. Haut, J.
Resano and A.
Plaza. Inference
in Supervised
Spectral
Classifiers
for On-Board
Hyperspectral
Imaging: An
Overview.
Remote
Sensing, vol. 12, no. 2, 534, February 2020 (pdf)
[IF(2020)=4.848].
- S.
Minaee, Y.
Boykov, F.
Porikli, A.
Plaza, N.
Kehtarnavaz
and D.
Terzopoulos. Image
Segmentation
Using Deep
Learning: A
Survey.
CoRR
abs/2001.05566,
2020 (pdf).
- C.
Liu, J. Li, L.
He, A. Plaza,
S. Li and B.
Li. Naive
Gabor Networks.
CoRR
abs/1912.03991,
2019 (pdf).
- M.
E. Paoletti, J. M. Haut,
J. Plaza and A. Plaza. Deep
Learning Classifiers
for Hyperspectral
Imaging: A Review.
ISPRS Journal of
Photogrammetry and
Remote Sensing, vol.
158, pp. 279-317,
December 2019 (pdf)
[IF(2019)=7.319].
- B.
Zhang, Z.
Chen, D. Peng,
J. A.
Benediktsson,
B. Liu, L.
Zou, J. Li and
A. Plaza. Remotely
Sensed Big
Data:
Evolution in
Model
Development
for
Information
Extraction.
Proceedings of
the IEEE, vol.
107, no. 12,
pp. 2294-2301,
December 2019
(pdf)
[IF(2019)=10.252].
- A.
Plaza, X. Jia,
J. Judge and
A. Moreira. Awards
Presented at
the IGARSS
2019 Banquet.
IEEE
Geoscience and
Remote Sensing
Magazine, vol.
7, no. 4, pp.
49-56,
December 2019
(pdf)
[IF(2019)=13.000].
- J.
M. Haut, Jose
A. Gallardo,
M. E.
Paoletti, G.
Cavallaro, J.
Plaza, A.
Plaza and M.
Riedel. Cloud
Deep Networks
for
Hyperspectral
Image Analysis.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
57, no. 12,
pp. 9832-9848,
December 2019
(pdf)
[IF(2019)=5.855].
- M.
Dao, C. Kwan, S. Bernabe, A. Plaza and K. Koperski.
A Joint Sparsity Approach to Soil Detection Using
Expanded Bands of WV-2 Images. IEEE
Geoscience and Remote
Sensing Letters, vol. 16,
no. 12, pp. 1869-1873,
December 2019 (pdf)
[IF(2019)=3.833].
- J.
M. Haut, R.
Fernandez-Beltran,
M. E.
Paoletti, J.
Plaza and A.
Plaza. Remote
Sensing Image
Super-Resolution
Using Deep
Residual
Channel
Attention.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
57, no. 11,
pp. 9277-9289,
November 2019
(pdf)
[IF(2019)=5.855].
- S.
Bernabe, C.
Garcia, F. D.
Igual, G.
Botella, M.
Prieto-Matias
and A. Plaza.
Portability
Study of an
OpenCL
Algorithm for
Automatic
Target
Detection in
Hyperspectral
Images. IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
57, no. 11,
pp. 9499-9511,
November 2019
(pdf)
[IF(2019)=5.855].
- J.
M. Haut, M. E. Paoletti, J.
Plaza, A. Plaza and J. Li. Hyperspectral
Image Classification Using
Random Occlusion Data
Augmentation.
IEEE Geoscience and Remote
Sensing Letters, vol. 16,
no. 11, pp. 1751-1755,
November 2019 (pdf)
[IF(2019)=3.833].
- J.
M. Haut, M. E. Paoletti,
J. Plaza, A. Plaza and
J. Li. Visual
Attention-Driven
Hyperspectral Image
Classification.
IEEE
Transactions
on Geoscience
and Remote
Sensing, vol.
57, no. 10,
pp. 8065-8080,
October 2019 (pdf)
[IF(2019)=5.855].
- C.
Kwan, B. Ayhan, J. Larkin, L. Kwan, S. Bernabe
and A. Plaza. Performance of Change
Detection Algorithms Using Heterogeneous
Images and Extended Multi-Attribute Profiles
(EMAPs). Remote Sensing, vol. 11, no.
20, 2377, October 2019 (pdf)
[IF(2019)=4.509].
- R.
Fernandez-Beltran, F. Pla and A. Plaza. Sentinel-2
and Sentinel-3 Inter-Sensor Vegetation Estimation
via Constrained Topic Modeling. IEEE
Geoscience and Remote
Sensing Letters, vol. 16,
no. 10, pp. 1531-1535,
October 2019 (pdf)
[IF(2019)=3.833].
- R.
Fernandez-Beltran, F. Pla
and A. Plaza. Inter-Sensor
Remote Sensing Image
Registration using
Multi-Spectral Semantic
Embeddings.
IEEE
Geoscience and
Remote Sensing
Letters, vol.
16, no. 10,
pp. 1545-1549,
October 2019
(pdf)
[IF(2019)=3.833].
- C.
Li, L. Gao, A. Plaza and B. Zhang. FPGA
Implementation of a Maximum Simplex Volume Algorithm for
Endmember Extraction from Remotely Sensed Hyperspectral
Images. Journal of Real-Time Image Processing,
vol. 16, no. 5, pp. 1681-1694, October 2019 (pdf)
[IF(2019)=1.968].
- A.
Moreira, X. Jia, J. Judge and A. Plaza. IGARSS
in Yokohama, Japan: Impressions From the First
Days.
IEEE
Geoscience and
Remote Sensing
Magazine, vol.
7, no. 2, pp.
177-180,
September 2019
(pdf)
[IF(2019)=13.000].
- J.
Xie, N. He, L. Fang and
A. Plaza. Scale-Free
Convolutional Neural
Network for Remote
Sensing Scene
Classification. IEEE
Transactions
on Geoscience and Remote Sensing, vol. 57, no. 9, pp.
6916-6928, September 2019 (pdf)
[IF(2019)=5.855].
- J.
M. Haut, M. E. Paoletti, R.
Fernandez-Beltran, J. Plaza,
A. Plaza and J. Li. Remote
Sensing Single-Image
Superresolution Based on a
Deep Compendium Model.
IEEE Geoscience and Remote
Sensing Letters, vol. 16,
no. 9, pp. 1432-1436,
September 2019 (pdf)
[IF(2019)=3.833].
- J.
A. Gallardo, M. E. Paoletti, J. M. Haut, R.
Fernandez-Beltran, J. Plaza and A. Plaza. GPU
Parallel Implementation of Dual-Depth Sparse
Probabilistic Latent Semantic Analysis for
Hyperspectral Unmixing. IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 12, no. 9, pp.
3156-3167, September 2019
(pdf)
[IF(2019)=3.827].
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Xu, J. Li, S. Li and A. Plaza. Subpixel Component Analysis for
Hyperspectral Image Classification.
IEEE
Transactions
on Geoscience and Remote Sensing, vol. 57, no. 8, pp.
5564-5579, August 2019 (pdf)
[IF(2019)=5.855].
- L.
He, J. Zhu, J. Li, A. Plaza, J. Chanussot and B. Li.
HyperPNN: Hyperspectral Pansharpening via
Spectrally Predictive Convolutional Neural
Networks. IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 12, no. 8, pp.
3092-3100, August 2019 (pdf)
[IF(2019)=3.827].
- J.
Sun, Y. Zhang, Z. Wu, Y.
Zhu, X. Yin, Z. Ding, Z.
Wei, J. Plaza and A.
Plaza. An Efficient
and Scalable Framework
for Processing Remotely
Sensed Big Data in Cloud
Computing Environments.
IEEE
Transactions
on Geoscience and Remote Sensing, vol. 57, no. 7, pp.
4294-4308, July 2019 (pdf)
[IF(2019)=5.855].
- Y.
Su, J. Li, A. Plaza, A. Marinoni, P. Gamba and S. Chakravortty. DAEN:
Deep Auto-Encoder Networks for Hyperspectral Unmixing.
IEEE
Transactions
on Geoscience and Remote Sensing, vol. 57, no. 7, pp.
4309-4321, July 2019 (pdf)
[IF(2019)=5.855].
- J.
Marcello, M.
Piles, G.
Camps-Valls,
C.
Lopez-Martinez,
J. L.
Alvarez-Perez
and A. Plaza.
Activities
of the IEEE
GRSS Spain
Chapter.
IEEE
Geoscience and
Remote Sensing
Magazine, vol.
7, no. 2, pp.
177-180, June
2019 (pdf)
[IF(2019)=13.000].
- J.
M. Haut, S. Bernabe, M. E.
Paoletti, R.
Fernandez-Beltran, A. Plaza
and J. Plaza. Low-High
Power Consumption
Architectures for Deep
Learning Models Applied to
Hyperspectral Image
Classification.
IEEE Geoscience and Remote
Sensing Letters, vol. 16,
no. 5, pp. 776-780, May 2019
(pdf)
[IF(2019)=3.833].
- M.
E. Paoletti, J. M. Haut, R. Fernandez-Beltran, J. Plaza, A. Plaza,
J. Li and F. Pla. Capsule Networks for Hyperspectral Image
Classification. IEEE
Transactions
on Geoscience and Remote Sensing, vol. 57, no. 4, pp.
2145-2160, April 2019 (pdf)
[IF(2019)=5.855].
- L.
He, Y. Rao, J. Li, J. Chanussot, A. Plaza, J. Zhu
and B. Li. Pansharpening via Detail Injection
Based Convolutional Neural Networks. IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 12, no. 4, pp.
1188-1204, April 2019 (pdf) [IF(2019)=3.827].
- M.
E. Paoletti, J. M. Haut, J. Plaza and A. Plaza. Estudio
Comparativo de Técnicas de Clasificación de
Imágenes Hiperespectrales. Revista
Iberoamericana de Automatica e Informatica
Industrial (in Spanish), vol. 16, no. 2, pp.
129-137, April 2019 (pdf)
[IF(2019)=1.036].
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E. Paoletti, J. M. Haut, R. Fernandez-Beltran, J. Plaza, A. Plaza
and F. Pla. Deep Pyramidal Residual Networks for
Spectral-Spatial Hyperspectral Image Classification. IEEE
Transactions
on Geoscience and Remote Sensing, vol. 57, no. 2, pp. 740-754,
February 2019 (pdf)
[IF(2019)=5.855].
- N.
He, M. E. Paoletti, J. M. Haut, L. Fang, S. Li, A. Plaza and J.
Plaza. Feature Extraction with Multiscale Covariance Maps for
Hyperspectral Image Classification.
IEEE
Transactions
on Geoscience and Remote Sensing, vol. 57, no. 2, pp. 755-769,
February 2019 (pdf)
[IF(2019)=5.855].
- N.
He, L. Fang, S. Li, A. Plaza and J. Plaza. Remote
Sensing Scene Classification Using Multilayer Stacked Covariance
Pooling.
IEEE
Transactions
on Geoscience and Remote Sensing, vol. 56, no. 12, pp.
6899-6910, December 2018 (pdf)
[IF(2018)=5.630].
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Fernandez-Beltran, J. M. Haut, M. E. Paoletti, J.
Plaza, A. Plaza and F. Pla. Remote Sensing Image
Fusion Using Hierarchical Multi-Modal
Probabilistic Latent Semantic Analysis. IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 11, no. 12,
pp. 4982-4993, December 2018 (pdf)
[IF(2018)=3.392].
- C.
Zhu, J. Li, S. Zhang, C. Wu, B. Zhang, L. Gao and A.
Plaza. Impervious Surface Extraction from
Multispectral Images via Morphological Attribute
Profiles Based on Spectral Analysis. IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 11, no. 12,
pp. 4775-4790, December 2018 (pdf)
[IF(2018)=3.392].
- E,
Torti, A. Fontanella, A.
Plaza, J. Plaza and F.
Leporati. Hyperspectral
Image Classification Using
Parallel Autoencoding
Diabolo Networks on
Multi-Core and Many-Core
Architectures.
Electronics, vol.
7, no. 12, 411, December
2018 (pdf)
[IF(2018)=1.764].
- Y.
Yan, J. Li, C. Zhu and A.
Plaza. Urban Impervious
Surface Estimation from
Remote Sensing and Social
Data.
Photogrammetric Engineering & Remote Sensing,
vol. 84, no. 12, pp. 771-780, December 2018 (pdf)
[IF(2018)=1.367].
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E. Paoletti, J. M. Haut, J. Plaza and A. Plaza. A
New Deep Convolutional Neural Network for Fast Hyperspectral Image
Classification. ISPRS Journal of Photogrammetry and Remote
Sensing, vol. 145, Part A, pp. 120-147, November 2018 (pdf)
[IF(2018)=6.942].
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Fernandez-Beltran, A. Plaza, J. Plaza and F. Pla. Hyperspectral
Unmixing based on Dual-Depth Sparse Probabilistic Latent Semantic
Analysis.
IEEE
Transactions
on Geoscience and Remote Sensing, vol. 11, no. 56, pp.
6344-6360, November 2018 (pdf)
[IF(2018)=5.630].
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M. Haut, M. E. Paoletti, J. Plaza, J. Li and A. Plaza. Active
Learning with Convolutional Neural Networks for Hyperspectral
Image Classification Using a New Bayesian Approach.
IEEE
Transactions
on Geoscience and Remote Sensing, vol. 56, no. 11, pp.
6440-6461, November 2018 (pdf)
[IF(2018)=5.630].
- A.
Marinoni, J. Plaza, A. Plaza and P. Gamba. Estimating
Nonlinearities in p-Linear Hyperspectral Mixtures. IEEE
Transactions
on Geoscience and Remote Sensing, vol. 56, no. 11, pp.
6586-6595, November 2018 (pdf)
[IF(2018)=5.630].
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Xu, X. Tong, A. Plaza, J. Li, H. Xie and L. Zhang. A
New Spectral-Spatial Sub-Pixel Mapping Model for Remotely Sensed
Hyperspectral Imagery. IEEE Transactions on
Geoscience and Remote Sensing, vol. 56, no. 11, pp. 6763-6778,
November 2018
(pdf)
[IF(2018)=5.630].
- J.
M. Haut, R. Fernandez-Beltran,
M. E. Paoletti, J. Plaza, A.
Plaza and F. Pla. A
New Deep Generative Network
for Unsupervised Remote
Sensing Single-Image
Super-Resolution.
IEEE
Transactions
on Geoscience and Remote Sensing, vol. 56, no. 11, pp.
6792-6810, November 2018 (pdf)
[IF(2018)=5.630].
- Y.
Zhang, Z. Wu, J. Sun, Y. Zhang, Y. Zhu, J. Liu, Q.
Zang and A. Plaza. A Distributed Parallel
Algorithm Based on Low-Rank and Sparse
Representation for Anomaly Detection in
Hyperspectral Images.
Sensors, vol. 18, no. 11,
3627, November 2018 (pdf)
[IF(2018)=3.031].
- X.-R.
Feng, H.-C. Li, J. Li, Q. Du, A. Plaza and W. J. Emery. Hyperspectral
Unmixing Using Sparsity Constrained Deep Nonnegative Matrix
Factorization with Total Variation.
IEEE
Transactions
on Geoscience and Remote Sensing, vol. 56, no. 10, pp.
6245-6257, October 2018 (pdf)
[IF(2018)=5.630].
- S.
Zang, J. Li, Z. Wu and A. Plaza. Spatial
Discontinuity-Weighted Sparse Unmixing of Hyperspectral Images.
IEEE
Transactions
on Geoscience and Remote Sensing, vol. 56, no. 10, pp.
5767-5779, October 2018 (pdf)
[IF(2018)=5.630].
- J.
M. Haut, M. E. Paoletti, J. Plaza and A. Plaza. Fast
Dimensionality Reduction and Classification of
Hyperspectral Images with Extreme Learning Machines.
Journal of Real-Time Image Processing, vol. 15, no. 3, pp.
439-462, October 2018 (pdf)
[IF(2018)=2.588].
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Fontanella, E. Marenzi, E. Torti, G. Danese, A. Paza
and F. Leporati. A
Suite of Parallel Algorithms for Efficient Band
Selection from Hyperspectral Images. Journal
of Real-Time Image Processing, vol. 15, no. 3, pp.
537-553, October 2018 (pdf)
[IF(2018)=2.588].
- C.
Li, L. Gao, Y. Wu, B. Zhang, J. Plaza and A. Plaza.
A Real-Time
Unsupervised Background Extraction-Based Target
Detection Method for Hyperspectral Imagery.
Journal of Real-Time Image Processing, vol. 15, no. 3, pp.
597-615, October 2018 (pdf)
[IF(2018)=2.588].
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E. Paoletti, J. M. Haut, J. Plaza and A. Plaza. Deep&Dense
Convolutional Neural Network for Hyperspectral Image
Classification. Remote Sensing, vol. 10, no. 9,
1454, September 2018 (pdf)
[IF(2018)=4.118].
- R.
Fernandez-Beltran, J. M. Haut, M. E. Paoletti, J. Plaza,
A. Plaza and F. Pla. Multimodal
Probabilistic Latent Semantic Analysis for Sentinel-1
and Sentinel-2 Image Fusion.
IEEE Geoscience and Remote
Sensing Letters, vol. 15,
no. 9, pp. 1347-1351,
September 2018 (pdf)
[IF(2018)=3.534].
- S.
Zhang, J. Li, H.-C. Li, C. Deng and A. Plaza. Spectral-Spatial
Weighted Sparse Regression for Hyperspectral Image Unmixing.
IEEE
Transactions
on Geoscience and Remote Sensing, vol. 56, no. 6, pp. 3265-3276,
June 2018 (pdf)
[IF(2018)=5.630].
- L.
Fang, N. He, S. Li, A. Plaza and J. Plaza. A New
Spatial-Spectral Feature Extraction Method for Hyperspectral
Images Using Local Covariance Matrix Representation.
IEEE
Transactions
on Geoscience and Remote Sensing, vol. 56, no. 6, pp. 3534-3546,
June 2018 (pdf)
[IF(2018)=5.630].
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Liu, F. Condessa, J. Bioucas-Dias, J. Li, P. Du and A. Plaza. Convex
Formulation for Multiband Image Classification with
Superpixel-Based Spatial Regularization. IEEE
Transactions
on Geoscience and Remote Sensing, vol. 56, no. 5, pp. 2704-2721,
May 2018 (pdf)
[IF(2018)=5.630].
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Bernabe, L. I. Jimenez, C.
Garcia, J. Plaza and A.
Plaza. Multi-Core
Real-Time Implementation
of a Full Hyperspectral
Unmixing Chain. IEEE
Geoscience and Remote
Sensing Letters, vol. 15,
no. 5, pp. 744-748, May 2018
(pdf)
[IF(2018)=3.534].
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Chakravortty, J. Li and A. Plaza. A
Technique for Sub-Pixel Analysis of Dynamic Mangrove Ecosystems
with Time-Series Hyperspectral Image Data. IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 11, no. 4, pp.
1244-1252, April 2018 (pdf)
[IF(2018)=3.392].
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Wu, L. Shi, J. Li, Q. Wang, L. Sun, Z. Wei, J. Plaza and A.
Plaza. GPU Parallel
Implementation of Spatially Adaptive Hyperspectral Image
Classification.
IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 11, no. 4, pp.
1131-1143, April 2018 (pdf)
[IF(2018)=3.392].
- E.
Torti, A. Fontanella and A. Plaza.
Parallel
Real-Time Virtual Dimensionality
Estimation for Hyperspectral
Images.
Journal of Real-Time Image Processing,
vol. 14, no. 4, pp. 753-761, April 2018
(pdf) [IF(2018)=2.588].
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Xu, J. Li, C. Wu and A. Plaza. Regional
Clustering-Based Spatial Preprocessing for Hyperspectral Unmixing.
Remote Sensing of Environment, vol. 204, no. 1, pp. 333-346, January
2018 (pdf)
[IF(2018)=8.218].
- P.
Ghamisi, G. Cavallaro, D. Wu, J. A. Benediktsson and A. Plaza. Integration
of LiDAR and Hyperspectral Data for Land-Cover Classification: A
Case Study. CoRR abs/1707.02642, 2017 (pdf).
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Ghamisi, N. Yokoya, J. Li, W. Liao, S. Liu, J. Plaza, B. Rasti and
A. Plaza. Advances in
Hyperspectral Image and Signal Processing: A Comprehensive
Overview of the State of the Art. IEEE
Geoscience and Remote Sensing Magazine, vol. 5, no. 4, pp.
37-78, December 2017 (pdf)
[IF(2017)=4.932].
- W.
Wei, L. Zhang, C. Tian, A. Plaza and Y. Zhang. Structured
Sparse Coding Based Hyperspectral Imagery Denoising with
Intra-Cluster Filtering.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 55,
no. 12, pp. 6860-6876, December 2017 (pdf)
[IF(2017)=4.662].
- B.
Rasti, P. Ghamisi, J. Plaza and A. Plaza. Fusion
of Hyperspectral and LiDAR Data Using Sparse and Low-Rank
Component Analysis. IEEE
Transactions on Geoscience and Remote Sensing, vol. 55,
no. 11, pp. 6354-6365, November 2017 (pdf)
[IF(2017)=4.662].
- A.
Plaza, J. A. Benediktsson, J. Li, T. Yang and B. Zhang. Scanning
the Issue: Spatial Technology and Social Media. Proceedings
of the IEEE,
vol. 105, no. 10, pp. 1851-1854, October 2017 (pdf)
[IF(2017)=9.107].
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Li, J. A. Benediktsson, B. Zhang, T. Yang and A. Plaza. Spatial
Technology and Social Media in Remote Sensing: A Survey.
Proceedings of the IEEE,
vol. 105, no. 10, pp. 1855-1864, October, 2017 (pdf)
[IF(2017)=9.107].
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Li, J. A. Benediktsson, B. Zhang, T. Yang and A. Plaza. Spatial
Technology and Social Media in Remote Sensing: Challenges and
Opportunities. Proceedings of the IEEE,
vol. 105, no. 9, pp. 1583-1585, September 2017 (pdf)
[IF(2017)=9.107].
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Marinoni, A. Plaza and P. Gamba. A
Novel Pre-Unmixing Framework for Efficient Detection of Linear
Mixtures in Hyperspectral Images. IEEE
Transactions on Geoscience and Remote Sensing, vol. 55, no. 8, pp.
4325-4333, August 2017 (pdf)
[IF(2017)=4.662].
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Wang, H.-C. Li, A. Pizurica, J. Li, A. Plaza
and W. J. Emery. Hyperspectral
Unmixing using Double Reweighted Sparse
Regression and Total Variation. IEEE
Geoscience and Remote Sensing Letters, vol.
14, no. 7, pp. 1146-1150, July 2017 (pdf)
[IF(2017)=2.892].
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Bernabe, G. Botella, G. Martin, M.
Prieto-Matias and A. Plaza. Parallel
Implementation of a Full Hyperspectral
Unmixing Chain Using OpenCL.
IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 10, no. 6, pp.
2452-2461, June 2017 (pdf)
[IF(2017)=2.777].
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Yokoya, X. Zhu and A. Plaza. Multisensor
Coupled Spectral Unmixing for Time-Series Analysis.
IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no.
5, pp. 2842-2857, May 2017 (pdf)
[IF(2017)=4.662].
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Hang, Q. Liu, Y. Sun, X. Yuan, H. Pei, J. Plaza and A. Plaza. Robust
Matrix Discriminative Analysis for Feature Extraction from
Hyperspectral Images.
IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 10, no. 5, pp.
2002-2011, May 2017 (pdf)
[IF(2017)=2.777].
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I. Jimenez, S. Sanchez, G. Martin, J. Plaza and A. Plaza. Parallel
Implementation of Spatial-Spectral Endmember Extraction on
Graphics Processing Units.
IEEE
Journal of Selected Topics in Applied Earth Observations
and Remote Sensing, vol. 10, no. 4, pp. 1247-1255, April
2017 (pdf)
[IF(2017)=2.777].
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Xu, X. Tong, A. Plaza, Y. Zhong, H. Xie and L. Zhang. Using
Linear Spectral Unmixing for Sub-Pixel Mapping of Hyperspectral
Imagery: A Quantitative Assessment.
IEEE
Journal of Selected Topics in Applied Earth Observations
and Remote Sensing, vol. 10, no. 10, pp. 1589-1600, April
2017 (pdf)
[IF(2017)=2.777].
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He, J. Li, A. Plaza and Y. Li. Discriminative
Low-Rank Gabor Filtering for Spectral-Spatial Hyperspectral
Image Classification. IEEE Transactions on Geoscience and
Remote Sensing, vol. 55, no. 3, pp. 1381-1395, March 2017 (pdf)
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Bernabe, G. Botella, J. M. R. Navarro, C. Orueta, F. D. Igual, M.
Prieto-Matias and A. Plaza. Performance-Power
Evaluation of an OpenCL Implementation of the Simplex Growing
Algorithm for Hyperspectral Unmixing.
IEEE
Geoscience and Remote Sensing Letters, vol. 14, no. 3, pp.
304-308, March 2017 (pdf)
[IF(2017)=2.892].
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Liu, M. Chi, Y. Zou, A. Samat, J. A. Benediktsson and A. Plaza. Oil
Spill Detection via Multitemporal Optical Remote Sensing Images: A
Change Detection Perspective. IEEE
Geoscience and Remote Sensing Letters, vol. 14, no. 3, pp.
324-328, March 2017 (pdf)
[IF(2017)=2.892].
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Ghamisi, J. Plaza, Y. Chen, J. Li and A. Plaza. Advanced
Supervised Spectral Classifiers for Hyperspectral Images: A Review.
IEEE
Geoscience and Remote Sensing Magazine, vol. 5, no. 1, pp. 8-32,
March 2017 (pdf)
[IF(2017)=4.932].
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Ayma, P. Happ, R. Ferreira, A. Oliveira, R. Feitosa, G. da Costa and
A. Plaza. A New Cloud Computing
Architecture for the Classification of Remote Sensing Data.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 14, no. 2, pp. 409-416, February 2017 (pdf)
[IF(2017)=2.777].
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Liu, J. Li, P. Du, A. Plaza, X. Jia and X. Zhang. Class-Oriented
Spectral Partitioning for Remotely Sensed Hyperspectral
Image Classification.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 14, no. 2, pp. 691-711, February 2017 (pdf)
[IF(2017)=2.777].
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Zhai, H. Zhang, L. Zhang, P. Li and A. Plaza. A
New Sparse Subspace Clustering Algorithm for Hyperspectral Remote
Sensing Imagery. IEEE
Geoscience and Remote Sensing Letters, vol. 14, no. 1, pp. 43-47,
January 2017 (pdf)
[IF(2017)=2.892].
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Erturk, M. D. Iordache and A. Plaza. Sparse
Unmixing with Dictionary Pruning for Hyperspectral Change
Detection.
IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 10, no. 1,
pp. 321-330, January 2017 (pdf)
[IF(2017)=2.777].
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Guo, X. Zhou, J. Li, A. Plaza and S. Prasad. Superpixel
Based Active Learning and Online Feature Importance Learning for
Hyperspectral Image Analysis.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 10, no. 1, pp. 347-359, January 2017 (pdf)
[IF(2017)=2.777].
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I. Jimenez, J. Plaza and A. Plaza. Efficient
Implementation of Morphological Index for
Building/Shadow Extraction from Remotely Sensed Images.
Journal of Supercomputing,
vol. 73, no. 1, pp. 482-494, January,
2017 (pdf)
[IF(2017)=1.532].
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M. Haut, M. E. Paoletti, J. Plaza and A. Plaza. Cloud
Implementation of the K-Means Algorithm for
Hyperspectral Image Analysis. Journal of
Supercomputing,
vol. 73, no. 1, pp. 514-529, January,
2017 (pdf)
[IF(2017)=1.532].
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Xu, X. Tong, A. Plaza, Y. Zhong, H. Xie and L.
Zhang. Joint
Sparse Sub-Pixel Mapping Model with Endmember
Variability for Remotely Sensed Imagery.
Remote Sensing, vol. 9, no. 1, pp. 15, January
2017 (pdf)
[IF(2017)=3.406].
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Liu, R. Hang, H. Song, F. Zhu, J. Plaza and A. Plaza. Adaptive
Deep Pyramid Matching for Remote Sensing Scene
Classification. CoRR abs/1611.03589, 2016 (pdf).
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Wu, X. Yang, A. Plaza, F. Qiao, L. Gao, B. Zhang and Y. Cui. Approximate
Computing of Remotely Sensed Data: SVM Hyperspectral Image
Classification as a Case Study.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 12, pp. 5806-5818, December 2016 (pdf)
[IF(2016)=2.913].
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Luo, L. Gao, A. Plaza, A. Marinoni, B. Yang, L. Zhong, P.
Gamba and B. Zhang. A New
Algorithm for Bilinear Spectral Unmixing of Hyperspectral
Images Using Particle Swarm Optimization.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 12, pp. 5776-5790, December 2016 (pdf)
[IF(2016)=2.913].
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Chi, A. Plaza, J. A. Benediktsson, Z. Sun, J. Shen and Y. Zhu. Big
Data for Remote Sensing: Challenges and Opportunities.
Proceedings
of the IEEE, vol. 104, no. 11, pp. 2207-2219, November 2016 (pdf)
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I. Jimenez, G. Martin, S. Sanchez, C. Gonzalez, S.
Bernabe, J. Plaza and A. Plaza. GPU
Implementation of Spatial-Spectral Preprocessing for
Hyperspectral Unmixing.
IEEE
Geoscience and Remote Sensing Letters, vol. 13, no. 11, pp.
1671-1675, November 2016 (pdf)
[IF(2016)=2.761].
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Li, J. M. Bioucas-Dias, A. Plaza and L. Liu. Robust
Collaborative Nonnegative Matrix Factorization for Hyperspectral
Unmixing.
IEEE Transactions on Geoscience and Remote Sensing, vol.
54, no. 10, pp. 6076-6090, October 2016 (pdf)
[IF(2016)=4.942].
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Liu, Z. Wu, J. Li, L. Xiao, A. Plaza and J. A. Benediktsson. Spatial-Spectral
Hyperspectral Image Classification Using Random Multiscale
Representation.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 9, pp. 4129-4141, September 2016 (pdf)
[IF(2016)=2.913].
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Marinoni, A. Plaza and P. Gamba. Harmonic
Mixture Modeling for Efficient Nonlinear Hyperspectral Unmixing.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 9, pp. 4247-4256, September 2016 (pdf)
[IF(2016)=2.913].
- C.
Gonzalez, S. Bernabe, D. Mozos and A. Plaza. FPGA
Implementation of an Algorithm for Automatically Detecting
Targets in Remotely Sensed Hyperspectral Images.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 9, pp. 4334-4343, September
2016 (pdf)
[IF(2016)=2.913].
- X.
Tong, X. Xu, A. Plaza, H. Xie, H. Pan, W. Cao and D. Lv. A
New Genetic Method for Sub-Pixel Mapping Using Hyperspectral
Images.
IEEE
Journal of Selected Topics in Applied Earth Observations
and Remote Sensing, vol. 9, no. 9, pp. 4480-4491,
September 2016
(pdf)
[IF(2016)=2.913].
- K.
Tan, X. Jin, A. Plaza, X. Wang, L. Xiao and P. Du. Automatic
Change Detection in High-Resolution Remote Sensing Images by
using a Multiple Classifier System and Spectral-Spatial
Features.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 8, pp. 3439-3451, August 2016 (pdf)
[IF(2016)=2.913].
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Cavallaro, M. Dalla Mura, J. A. Benediktsson and A. Plaza. Remote
Sensing Image Classification Using Attribute Filters Defined
over the Tree of Shapes.
IEEE Transactions on Geoscience and Remote Sensing, vol. 54,
no. 7, pp. 3899-3911, July 2016 (pdf)
[IF(2016)=4.942].
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Guo, X. Huang, L. Zhang, L. Zhang, A. Plaza and J. A.
Benediktsson. Support Tensor
Machines for Classification of Hyperspectral Remote Sensing
Imagery.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 54, no. 6, pp.
3248-3264, June 2016 (pdf)
[IF(2016)=4.942].
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Wu, Y. Li, A. Plaza, J. Li, F. Xiao and Z. Wei. Parallel
and Distributed Dimensionality Reduction of Hyperspectral Data on
Cloud Computing Architectures.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 6, pp. 2270-2278, June 2016 (pdf)
[IF(2016)=2.913].
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Xu, X. Jia, M. Pickering and A. Plaza. Cloud
Removal Based on Sparse Representation via Multitemporal
Dictionary Learning. IEEE
Transactions on Geoscience and Remote Sensing, vol. 54, no. 5, pp.
2998-3006, May 2016 (pdf)
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Xu, J. Li, X. Huang, M. Dalla Mura and A. Plaza. Multiple
Morphological Component Analysis Based Decomposition for Remote
Sensing Image Classification. IEEE
Transactions on Geoscience and Remote Sensing, vol. 54, no. 5, pp.
3083-3102, May 2016 (pdf)
[IF(2016)=4.942].
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Zhang, J. Li, K. Liu, C. Deng, L. Liu and A. Plaza. Hyperspectral
Unmixing Based on Local Collaborative Sparse Regression.
IEEE
Geoscience and Remote Sensing Letters, vol. 13, no. 5, pp. 631-635,
May 2016 (pdf)
[IF(2016)=2.761].
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Xu, Z. Wu, J. Li, A. Plaza and Z. Wei. Anomaly
Detection in Hyperspectral Images Based on Low-Rank and Sparse
Representation.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 54, no. 4, pp.
1990-2000, April 2016 (pdf)
[IF(2016)=4.942].
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Liu, Z. Wu, J. Li, A. Plaza and Y. Yuan. Probabilistic
Kernel Collaborative Representation for Spatial-Spectral
Hyperspectral Image Classification.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 54, no. 4, pp.
2371-2384, April 2016 (pdf)
[IF(2016)=4.942].
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Song, P. Li, J. Li and A. Plaza. One-Class
Classification of Remote Sensing Images Using Kernel Sparse
Representation. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 4, pp. 1613-1623, April
2016
(pdf)
[IF(2016)=2.913].
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Xu, M. Pickering, A. Plaza and X. Jia. Thin
Cloud Removal Based on Signal Transmission Principles and Spectral
Mixture Analysis. IEEE
Transactions on Geoscience and Remote Sensing, vol. 54, no. 3, pp.
1659-1669, March 2016 (pdf)
[IF(2016)=4.942].
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Li, M. Khodadadzadeh, A. Plaza, X. Jia and J. M. Bioucas-Dias. A
Discontinuity Preserving Relaxation Scheme for Spectral-Spatial
Hyperspectral Image Classification. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 625-639,
February 2016 (pdf)
[IF(2016)=2.913].
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Liu, J. Li and A. Plaza. Spectrometer-Driven Spectral
Partitioning for Hyperspectral Image Classification.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 668-680, February 2016
(pdf)
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Erturk, M. D. Iordache and A. Plaza. Sparse
Unmixing Based Change Detection for Multi-Temporal Hyperspectral
Images. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 708-719, February 2016
(pdf)
[IF(2016)=2.913].
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Schmid, M. Rodriguez-Rastrero, P. Escribano, A. Palacios-Orueta, E.
Ben Dor, A. Plaza, R. Milewski, M. Huesca, A. Bracken, V. Cicuendez,
M. Pelayo and S. Chabrillat. Characterization
of Soil Erosion Indicators Using Hyperspectral Data from a
Mediterranean Cultivated Region. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 845-860, February
2016 (pdf)
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Bernabe, G. Martin, J. M. P. Nascimento, J. M. Bioucas-Dias, A.
Plaza and V. Silva. Parallel Hyperspectral Coded Aperture for
Compressive Sensing on GPUs.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 932-944, February 2016
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Torti, G. Danese, F. Leporati and A. Plaza. A
Hybrid CPU-GPU Real-Time Hyperspectral Unmixing Chain.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 945-951,
February 2016 (pdf)
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Delgado, G. Martin, J. Plaza, L. I. Jimenez and A. Plaza. Fast
Spatial Preprocessing for Spectral Unmixing of Hyperspectral Data
on Graphics Processing Units. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 952-961, February 2016
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Sierra-Pajuelo, A. Paz and A. Plaza. Performance
Optimizations for an Automatic Target Generation Process in
Hyperspectral Analysis. Scalable
Computing: Practice and Experience,
vol. 17, no. 1, pp. 1-11, January 2016
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Sevilla, L. I. Jimenez and A. Plaza. Sparse
Unmixing-Based Content Retrieval of Hyperspectral Images on
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2443-2447, December 2015 (pdf)
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Sanchez, P. Marpu, A. Plaza and A. Paz. Parallel
Implementation of Polarimetric Synthetic Aperture Radar Data
Processing for Unsupervised Classification Using the Complex
Wishart Classifier.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 11, pp. 1939-5387, November
2015 (pdf)
[IF(2015)=2.145].
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Chi, A. Plaza, J. A. Benediktsson, B. Zhang and B. Huang. Foreword
to the Special Issue on Big Data in Remote Sensing. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 10, pp. 4607-4609, October 2015 (pdf)
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Cavallaro, M. Riedel, M. Richerzhagen, J. A. Benediktsson and A.
Plaza. On Understanding Big Data
Impacts in Remotely Sensed Image Classification Using Support
Vector Machine Methods. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol.
8, no. 10, pp. 4634-4646, October 2015 (pdf)
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Li, A. Agathos, D. Zaharie, J. M. Bioucas-Dias, A. Plaza and X. Li.
Minimum Volume Simplex Analysis: A Fast Algorithm for Linear
Hyperspectral Unmixing.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 53, no. 9, pp.
5067-5082, September 2015 (pdf)
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Wu, J. Liu, A. Plaza, J. Li and Z. Wei. GPU
Implementation of Composite Kernels for Hyperspectral Image
Classification. IEEE
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Spectral Unmixing on Graphics Processing Units. IEEE
Geoscience and Remote Sensing Letters, vol. 12, no. 9, pp.
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Sanchez, R. Ramalho, L. Sousa and A. Plaza. Real-Time
Implementation of Remotely Sensed Hyperspectral Image Unmixing on
GPUs. Journal of Real-Time Image Processing, vol. 10, no. 3,
pp. 469-483, September 2015 (pdf)
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Marrero, S. Lopez, G. M. Callico, M. A. Veganzones, A. Plaza, J.
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Hyperspectral Unmixing Algorithm.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 53, no. 7, pp.
3772-3790,
July 2015 (pdf)
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Wu, Q. Wang, A. Plaza, J. Li, L. Sun and Z. Wei. Real-Time
Implementation of the Sparse Multinomial Logistic Regression for
Hyperspectral Image Classification on GPUs.
IEEE
Geoscience and Remote Sensing Letters, vol. 12, no. 7, pp.
1456-1460, July 2015 (pdf)
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Gao, J. Gao, J. Li, A. Plaza, L. Zhuang, X. Sun and B. Zhang. Multiple
Algorithm Integration Based on Ant Colony Optimization for
Endmember Extraction from Hyperspectral Imagery.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 8, no. 6, pp. 2569-2582, June 2015 (pdf)
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Zhuang, B. Zhang, L. Gao, J. Li and A. Plaza. Normal Endmember
Spectral Unmixing Method for Hyperspectral Imagery.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6, pp. 2598-2606,
June 2015 (pdf)
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Marinoni, J. Plaza, A. Plaza and P. Gamba. Nonlinear
Hyperspectral Unmixing Using Nonlinearity Order Estimation and
Polytope Decomposition.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6, pp. 2644-2654,
June 2015 (pdf)
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Wu, Q. Wang, A. Plaza, J. Li, J. Liu and Z. Wei. Parallel
Implementation of Sparse Representation Classifiers for
Hyperspectral Imagery on GPUs.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6, pp. 2926-2938,
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Wu, Q. Wang, A. Plaza, J. Li, L. Sun and Z. Wei. Parallel
Spatial-Spectral Hyperspectral Image Classification with Sparse
Representation and Markov Random Fields on GPUs.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6,
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M. Sigurdsson, A. Plaza and J. A. Benediktsson. GPU
Implementation of Iterative Constrained Endmember Extraction from
Remotely Sensed Hyperspectral Images.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6, pp. 2939-2949,
June 2015 (pdf)
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Yang, L. Gao, A. Plaza, M. Yang and B. Zhang. Dual Mode FPGA
Implementation of Target and Anomaly Detection Algorithms for
Real-Time Hyperspectral Imaging.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6, pp. 2950-2961,
June 2015 (pdf)
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Khodadadzadeh, J. Li, S. Prasad and A. Plaza. Fusion of
Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature
Learning.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6, pp. 2971-2983,
June 2015 (pdf)
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Du, Z. Xue, J. Li and A. Plaza. Learning Discriminative Sparse
Representations for Hyperspectral Image Classification.
IEEE
Journal of Selected Topics in Signal Processing, vol. 9, no. 6, pp.
1089-1104, June 2015 (pdf)
[IF(2015)=2.569].
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Ertürk and A. Plaza. Informative Change Detection for
Hyperspectral Images by Unmixing.
IEEE
Geoscience and Remote Sensing Letters, vol. 12, no. 6, pp.
1252-1256, June 2015 (pdf)
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Benner, V. Novakovic, A. Plaza, E. S. Quintana-Orti and A. Remon. Fast
and Reliable Noise Estimation for Hyperspectral Subspace
Identification. IEEE
Geoscience and Remote Sensing Letters, vol. 12, no. 6, pp.
1199-1203, June 2015 (pdf)
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Li, I. Dopido, P. Gamba and A. Plaza. Complementarity of
Discriminative Classifiers and Spectral Unmixing Techniques for
the Interpretation of Hyperspectral Images.
IEEE
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May 2015 (pdf)
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Martin, J. M. Bioucas-Dias and A. Plaza. HYCA:
A New Technique for Hyperspectral Compressive Sensing.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 53, no. 5, pp.
2819-2831, May
2015 (pdf)
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Leon, J. M. Molero, E. M. Garzon, I. Garcia, A. Plaza and E. S.
Quintana-Orti. Exploring the Performance-Power-Energy Balance of
Low-Power Multicore and Manycore Architectures for Anomaly
Detection in Remote Sensing.
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Li, X. Huang, P. Gamba, J. M. Bioucas-Dias, L. Zhang, J. A.
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IEEE
Transactions on Geoscience and Remote Sensing, vol. 53, no. 3, pp.
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March 2015 (pdf)
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Gao, J. Li, M. Khodadadzadeh, A. Plaza, B. Zhang, Z. He and H. Yan.
Subspace-Based Support Vector Machines for Hyperspectral Image
Classification. IEEE
Geoscience and Remote Sensing Letters, vol. 12, no. 2, pp. 349-353,
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Sevilla, Y. Julien, G. Soria, J. A. Sobrino and A. Plaza. A New
Geo-Portal for MODIS/SEVIRI Image Products with Geolocation-Based
Retrieval Functionality.
Journal of Applied Remote Sensing, vol. 9, Article
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096079, 43 pages, February
2015
(pdf)
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Huang, X. Guan, J. A. Benediktsson, L. Zhang, J. Li, A. Plaza and M.
Dalla Mura. Multiple Morphological Profiles from Multicomponent
Base Images for Hyperspectral Image Classification.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 12, pp. 4653-4669,
December 2014 (pdf) [IF(2014)=3.026].
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Subspace-Based Multinomial Logistic Regression for Hyperspectral
Image Classification. IEEE Geoscience and Remote Sensing
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Huang, Q. Lu, L. Zhang and A. Plaza. New Postprocessing Methods
for Remote Sensing Image Classification: A Systematic Study.
IEEE
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2014 (pdf)
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Gao, Q. Guo, A. Plaza, J. Li and B. Zhang. A New Probabilistic
Anomaly Detector for Remotely Sensed Hyperspectral Data.
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083538, 20 pages, November 2014 (pdf)
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Khodadadzadeh, J. Li, A. Plaza, H. Ghassemian, J. M. Bioucas-Dias
and X. Li. Spectral-Spatial Classification of Hyperspectral Data
Using Local and Global Probabilities for Mixed Pixel
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Li, P. Gamba and A. Plaza. A Novel Semi-Supervised Method for
Obtaining Finer Resolution Urban Extents Exploiting Coarser
Resolution Maps.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 7, no. 10, pp. 4276-4287, October 2014
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Saponara, A. Plaza, M. Diani, M. F. Carlsohn and G. Corsini. Preface
to the Special Issue on Algorithms and Architectures fore
Real-Time Multi-Dimensional Image Processing. Journal of
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2014 (pdf)
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Sanchez and A.Plaza. Fast
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Journal of Real-Time Image Processing, vol. 9, no.
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Song, J. Li, M. Dalla Mura, P. Li, A. Plaza, J. M. Bioucas-Dias, J.
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Classification Using Sparse Representations of Morphological
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A. Veganzones, G. Tochon, M. Dalla Mura, A. Plaza and J. Chanussot.
Hyperspectral Image Segmentation Using a New Spectral
Unmixing-Based Binary Partition Tree Representation. IEEE
Transactions on Image Processing, vol. 23, no. 8, pp. 3574-3589,
August 2014 (pdf)
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Dopido, J. Li, P. Gamba and A. Plaza. A New Hybrid Strategy
Combining Semi-Supervised Classification and Unmixing of
Hyperspectral Data.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 8, pp. 1939-1404, August 2014 (pdf) [IF(2014)=3.026].
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D. Iordache, J. M. Bioucas-Dias, A. Plaza and B. Somers. MUSIC-CSR:
Hyperspectral Unmixing via Multiple Signal Classification and
Collaborative Sparse Regression. IEEE
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Torti, M. Acquistapace, G. Danese, F. Leporati and A. Plaza. Real-Time
Identification of Hyperspectral Subspaces.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 6, pp. 2680-2687, June 2014 (pdf) [IF(2014)=3.026].
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Guo, B. Zhang, Q. Ran, L. Gao, J. Li and A. Plaza. Weighted-RXD
and Linear Filter-Based RXD: Improving Background Statistics
Estimation for Anomaly Detection in Hyperspectral Imagery.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 6, pp. 2351-2366, June 2014 (pdf)
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Sanchez, G. Leon, A. Plaza and E. Quintana-Orti. Assessing the
Performance-Energy Balance of Graphics Processors for Spectral
Unmixing.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 6, pp. 2305-2316, June 2014 (pdf) [IF(2014)=3.026].
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Castillo, J. C. Fernandez, F. D. Igual, A. Plaza, E. S.
Quintana-Orti and A. Remon. Hyperspectral Unmixing on Multicore
DSPs: Trading off Performance for Energy.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
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Sevilla and A. Plaza. A New Digital Repository for Hyperspectral
Imagery with Unmixing-Based Retrieval Functionality Implemented on
GPUs. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
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M. Molero, E. M. Garzon, I. Garcia, E. Quintana-Orti and A. Plaza. Efficient
Implementation of Hyperspectral Anomaly Detection Techniques on
GPUs and Multicore Processors.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 6, pp. 2256-2266, June 2014 (pdf)
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Agathos, J. Li, D. Petcu and A. Plaza. Multi-GPU Implementation
of the Minimum Volume Simplex Analysis Algorithm for Hyperspectral
Unmixing.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
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Ghamisi, J. A. Benediktsson, G. Cavallaro and A. Plaza. Automatic
Framework for Spectral-Spatial Classification based on Supervised
Feature Extraction and Morphological Attribute Profiles.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
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D. Iordache, L.
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Dynamic Unmixing Framework for Plant Production System Monitoring. IEEE
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Sensing, vol. 7, no. 6, pp. 2016-2034, June 2014
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Wu, B. Huang, A. Plaza, Y. Li and C. Wu. Real-Time
Implementation of the Pixel Purity Index Algorithm for Endmember
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IEEE
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D. Iordache, J. M. Bioucas-Dias and A. Plaza. Collaborative
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Ma, J. M. Bioucas-Dias, T.-H. Chan, N. Gillis, P. Gader, A. Plaza,
A. Ambikapathi and C.-Y. Chi. A Signal Processing Perspective on
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Signal Processing Magazine, vol. 31, no. 1, pp. 67-81, January 2014
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Bernabe, P. R. Marpu, A. Plaza, M. Dalla Mura and J. A.
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Images Using Kernel Feature Space Representation. IEEE
Geoscience and Remote Sensing Letters, vol. 11, no. 1, pp. 288-292,
January 2014 (pdf)
[IF(2014)=2.095].
- J.
Li, P. R. Marpu, A. Plaza, J. M. Bioucas-Dias and J. A.
Benediktsson. Generalized Composite Kernel Framework for
Hyperspectral Image Classification. IEEE
Transactions on Geoscience and Remote Sensing, vol. 51, no. 9, pp.
4816-4829, September 2013 (pdf)
[IF(2013)=2.993].
- S.
Lopez, J. F. Moure, A. Plaza, G. M. Callico, J. F. Lopez and R.
Sarmiento. A New Preprocessing Technique for Fast Hyperspectral
Endmember Extraction. IEEE
Geoscience and Remote Sensing Letters, vol.
10, no. 5, pp. 1070-1074, September 2013 (pdf)
[IF(2013)=1.809].
- A.
Ferran, S. Bernabe, P. G. Rodriguez and A. Plaza. A Web-Based
System for Classification of Remote Sensing Data. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 6, no. 4, pp. 1934-1948, August 2013 (pdf)
[IF(2013)=2.827].
- I.
Dopido, J. Li, P. R. Marpu, A. Plaza, J. M. Bioucas-Dias and J. A.
Benediktsson. Semi-Supervised
Self-Learning for Hyperspectral Image Classification. IEEE
Transactions on Geoscience and Remote Sensing, vol. 51, no. 7, pp.
4032-4044, July 2013 (pdf)
[IF(2013)=2.993].
- E.
M. T. Hendrix, I. Garcia, J. Plaza and A. Plaza. On the Minimum
Volume Simplex Enclosure for Estimating a Linear Mixing Model.
Journal of Global Optimization, vol. 56, no. 3, pp. 957-970, July
2013 (pdf)
[IF(2013)=1.355].
- J.
M. Bioucas-Dias, A. Plaza, G. Camps-Valls, P. Scheunders, N.
Nasrabadi and J. Chanussot. Hyperspectral Remote Sensing Data
Analysis and Future Challenges. IEEE Geoscience and Remote
Sensing Magazine, vol. 1, no. 2, pp. 6-36, June
2013 (pdf).
- S.
Bernabe, S. Sanchez, A. Plaza, S. Lopez, J. A. Benediktsson and R.
Sarmiento. Hyperspectral
Unmixing on GPUs and Multi-Core Processors: A Comparison.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 6, no. 3, pp. 1386-1398, June 2013 (pdf)
[IF(2013)=2.827].
- J.
M. Molero, E. M. Garzon, I. Garcia and A. Plaza. Analysis and
Optimizations of Global and Local Versions of the RX Algorithm for
Anomaly Detection in Hyperspectral Data.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 6, no. 2, pp. 801-814, June 2013 (pdf)
[IF(2013)=2.827].
- P.
Cappelaere, S. Sanchez, S. Bernabe, A. Scuri, D. Mandl and A. Plaza.
Cloud Implementation of a Full Hyperspectral Unmixing Chain
within the NASA Web Coverage Processing Service for EO-1.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 6, no. 2, pp. 408-418, June 2013 (pdf)
[IF(2013)=2.827].
- A.
Remon, S. Sanchez, S. Bernabe, E. S. Quintana-Orti and A. Plaza. Performance
versus Energy Consumption of Hyperspectral Unmixing Algorithms on
Multi-Core Platforms. EURASIP Journal on Advances in Signal
Processing, vol. 68, pp. 1-15, April 2013 (pdf)
[IF(2013)=0.810].
- S.
Lopez, T. Vladimirova, C. Gonzalez, J. Resano, D. Mozos and A.
Plaza. The Promise of Reconfigurable Computing for Hyperspectral
Imaging On-Board Systems: Review and Trends. Proceedings
of the IEEE, vol. 101, no. 3, pp. 698-722, March 2013 (pdf)
[IF(2013)=5.466].
- S.
Bernabe, S. Lopez, A. Plaza and R. Sarmiento. GPU Implementation
of an Automatic Target Detection and Classification Algorithm for
Hyperspectral Image Analysis. IEEE Geoscience and Remote
Sensing Letters, vol.
10, no. 2, pp. 221-225, March 2013
(pdf)
[IF(2013)=1.809].
- A.
Barberis, G. Danese, F. Leporati, A. Plaza and E. Torti. Real-Time
Implementation of the Vertex Component Analysis Algorithm on GPUs.
IEEE Geoscience and Remote Sensing Letters, vol.
10, no. 2, pp. 251-255, March 2013
(pdf)
[IF(2013)=1.809].
- J.
Li, J. M. Bioucas-Dias and A. Plaza. Semi-Supervised
Hyperspectral Image Classification Using Soft Sparse Multinomial
Logistic Regression. IEEE Geoscience and Remote Sensing
Letters, vol. 10, no. 2, pp. 318-322, March 2013 (pdf)
[IF(2013)=1.809].
- C.
Gonzalez, S. Sanchez, A. Paz, J. Resano, D. Mozos and A. Plaza. Use
of FPGA or GPU-Based Architectures for Remotely Sensed
Hyperspectral Image Processing. Integration, the VLSI Journal,
vol. 46, no. 2, pp. 89-103, March 2013 (pdf)
[IF(2013)=0.529].
- J.
Li, J. M. Bioucas-Dias and A. Plaza. Spectral-Spatial
Classification of Hyperspectral Data Using Loopy Belief
Propagation and Active Learning. IEEE Transactions on
Geoscience and Remote Sensing, vol. 51, no. 2, pp. 844-856, February
2013 (pdf)
[IF(2013)=2.993].
- A.
Plaza. Editorial. IEEE
Transactions on Geoscience and Remote Sensing, vol. 51, no. 1, pp.
3-4, January 2013 (pdf)
[IF(2013)=2.993].
- M.
D. Iordache, J. M. Bioucas-Dias and A. Plaza. Total Variation
Spatial Regularization for Sparse Hyperspectral Unmixing. IEEE
Transactions on Geoscience and Remote Sensing, vol. 50, no. 11, pp.
4484-4502, November 2012 (pdf)
[IF(2012)=3.467].
- S.
Bernabe, A. Plaza, P. R. Marpu and J. A. Benediktsson. A New
Parallel Tool for Classification of Remotely Sensed Imagery.
Computers & Geosciences, vol. 46, pp. 208-2012,
September 2012 (pdf)
[IF(2012)=1.834].
- A.
Plaza. Outcome of the First
IEEE GRSS Remote Sensing Summer School. IEEE Geoscience and
Remote Sensing Newsletter, no. 164, pp. 38-41, September 2012 (pdf).
- E.
M. T. Hendrix, I. Garcia, J. Plaza, G. Martin and A. Plaza. A
New Minimum Volume Enclosing Algorithm for Endmember
Identification and Abundance Estimation in Hyperspectral Data.
IEEE Transactions on Geoscience and Remote Sensing, vol. 50,
no. 7, pp. 2744-2757, July 2012 (pdf)
[IF(2012)=3.467].
- M.
Ciznicki, K. Kurowski and A. Plaza. GPU Implementation of
JPEG2000 for Hyperspectral Image Compression. Journal
of Applied Remote Sensing, vol. 6, Article ID 061507, 14
pages, July 2012 (pdf)
[IF(2012)=0.876].
- J.
M. Molero, E. M. Garzon, I. Garcia and A. Plaza. Anomaly
Detection Based on a Parallel Kernel RX Algorithm for Multicore
Platforms. Journal of Applied Remote
Sensing, vol. 6, Article ID 061503, 10 pages, July 2012 (pdf) [IF(2012)=0.876].
- A.
Plaza. Overview of the First IEEE GRSS Remote Sensing Summer
School.
IEEE
Geoscience and Remote Sensing Newsletter, no. 163, pp.
31-36, June 2012 (pdf).
- A.
Plaza, J. M. Bioucas-Dias, A. Simic and W. J. Blackwell. Foreword
to the Special Issue on Hyperspectral Image and Signal Processing.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 5, no. 2, pp. 347-353, April 2012 (pdf)
[IF(2012)=2.874].
- J.
M. Bioucas-Dias, A. Plaza, N. Dobigeon, M. Parente, Q. Du, P. Gader
and J. Chanussot. Hyperspectral Unmixing Overview: Geometrical,
Statistical and Sparse Regression-Based Approaches. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 5, no. 2, pp. 354-379, April 2012 (pdf)
[IF(2012)=2.874].
- G.
Martin and A. Plaza. Spatial-Spectral Preprocessing Prior to
Endmember Identification and Unmixing of Remotely Sensed
Hyperspectral Data. IEEE Journal of Selected Topics in
Applied Earth Observations and Remote Sensing, vol. 5, no. 2,
pp. 380-395, April 2012 (pdf)
[IF(2012)=2.874].
- B.
Somers, M. Zortea, A. Plaza and G. P. Asner. Automated
Extraction of Image-Based Endmember Bundles for Improved Spectral
Unmixing. IEEE Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 5, no. 2, pp. 396-408,
April 2012 (pdf)
[IF(2012)=2.874].
- I.
Dopido, A. Villa, A. Plaza and P. Gamba. A Quantitative and
Comparative Assessment of Unmixing-Based Feature Extraction
Techniques for Hyperspectral Image Classification. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 5, no. 2, pp. 421-435, April 2012 (pdf)
[IF(2012)=2.874].
- J.
Li, J. Bioucas-Dias and A. Plaza. Spectral-Spatial Hyperspectral
Image Segmentation Using Subspace Multinomial Logistic Regression
and Markov Random Fields. IEEE Transactions on
Geoscience and Remote Sensing, vol. 50, no. 3, pp.
809-823, March 2012 (pdf)
[IF(2012)=3.467].
- A.
Plaza. The Hyperspectral Imaging Network (Hyper-I-Net): A
European Project for Education in Geoscience and Remote Sensing.
IEEE Geoscience and Remote Sensing Newsletter, no. 162, pp. 41-47,
March 2012 (pdf).
- C.
Gonzalez, D. Mozos, J. Resano and A. Plaza. FPGA
Implementation of the N-FINDR Algorithm for Remotely Sensed
Hyperspectral Image Analysis. IEEE Transactions on Geoscience
and Remote Sensing, vol. 50, no. 2, pp. 374-388, February
2012 (pdf)
[IF(2012)=3.467].
- C.
Gonzalez, J. Resano, A. Plaza and D. Mozos. FPGA Implementation
of Abundance Estimation for Spectral Unmixing of Hyperspectral
Data Using the Image Space Reconstruction Algorithm. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 5, no. 1, pp. 248-261, February 2012 (pdf)
[IF(2012)=2.874].
- J.
Plaza, E. M. T. Hendrix, I. Garcia, G. Martin and A. Plaza. On
Endmember Identification in Hyperspectral Images without Pure
Pixels: A Comparison of Algorithms. Journal of Mathematical
Imaging and Vision, vol. 42, no. 2-3, pp. 163-175, February
2012 (pdf)
[IF(2012)=1.767].
- B.
Huang and A. Plaza. Special Section Guest Editorial:
High-Performance Computing in Applied Remote Sensing. Journal
of Applied Remote Sensing, vol. 5, Article ID 051599, December
2011 (pdf)
[IF(2011)=0.818].
- Y.-L.
Chang, T.-J. Hsieh, A. Plaza, Y.-L. Chen, W.-Y. Liang, J.-P. Fang
and B. Huang. Parallel Positive Boolean Function Approach to
Classification of Remote Sensing Images. Journal of Applied
Remote Sensing, vol. 5, Article ID 051505, 15 pages, December
2011 (pdf)
[IF(2011)=0.818].
- F.
Liu, F. Seinstra and A. Plaza. Parallel Hyperspectral Image
Processing on Distributed Multi-Cluster Systems. Journal of
Applied Remote Sensing, vol. 5, Article ID 051501, 14
pages, December 2011 (pdf)
[IF(2011)=0.818].
- J.
M. Molero, A. Paz, E. M. Garzon, J. A. Martinez, A. Plaza and I.
Garcia. Fast Anomaly Detection in Hyperspectral Images with RX
Method on Heterogeneous Clusters. Journal of
Supercomputing, vol. 58, no. 3, pp. 411-419, December
2011 (pdf) [IF(2011)=0.578].
- A.
Plaza. An Overview of Education Activities in the IEEE
Geoscience and Remote Sensing Society. IEEE Geoscience and
Remote Sensing Newsletter, no. 161, pp. 59-61, December 2011 (pdf).
- J.
A. Martinez, E. M. Garzon, A. Plaza and I. Garcia. Automatic
Tuning of Iterative Computation on Heterogeneous Multiprocessors
with ADITHE. Journal of Supercomputing, vol. 58, no.
2, pp. 151-159, November 2011 (pdf) [IF(2011)=0.578].
- A.
Plaza, Q. Du, J. Bioucas-Dias, X. Jia and F. Kruse. Foreword to
the Special Issue on Spectral Unmixing of Remotely Sensed Data.
IEEE Transactions on Geoscience and Remote Sensing, vol. 49,
no. 11, pp. 4103-4110, November 2011 (pdf)
[IF(2011)=2.895].
- J.
Li, J. Bioucas-Dias and A. Plaza. Hyperspectral Image
Segmentation Using a New Bayesian Approach with Active Learning.
IEEE Transactions on Geoscience and Remote Sensing, vol. 49,
no. 10, pp. 3947-3960, October 2011 (pdf)
[IF(2011)=2.895].
- A.
Plaza, Q. Du, Y.-L. Chang and R. L. King. Foreword to the
Special Issue on High Performance Computing in Earth Observation
and Remote Sensing. IEEE Journal of Selected Topics in Applied
Earth Observations and Remote Sensing, vol. 4, no. 3, pp.
503-507, September 2011 (pdf)
[IF(2011)=1.489].
- C.
A. Lee, S. D. Gasster, A. Plaza. C.-I Chang and B. Huang. Recent
Developments in High Performance Computing for Remote Sensing: A
Review. IEEE Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 4, no. 3, pp. 508-527,
September 2011 (pdf)
[IF(2011)=1.489].
- A.
Plaza, Q. Du, Y.-L. Chang and R. L. King. High Performance
Computing for Hyperspectral Remote Sensing. IEEE Journal of
Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 4, no. 3, pp. 528-544, September 2011 (pdf)
[IF(2011)=1.489].
- S.
Sanchez, A. Paz, G. Martin and A. Plaza. Parallel Unmixing of
Remotely Sensed Hyperspectral Images on Commodity Graphics
Processing Units. Concurrency and Computation: Practice &
Experience, vol. 23, no. 13, pp. 1538-1557, September
2011 (pdf) [IF(2011)=0.636].
- A.
Remon, S. Sanchez, A. Paz, E. S. Quintana-Orti and A. Plaza. Real-Time
Endmember Extraction on Multi-Core Processors. IEEE Geoscience
and Remote Sensing Letters, vol. 8, no. 5, pp. 924-928, September
2011 (pdf)
[IF(2011)=1.560].
- G. Martin
and A. Plaza. Region-Based Spatial Preprocessing for Endmember
Extraction and Spectral Unmixing. IEEE Geoscience and Remote
Sensing Letters, vol. 8, no. 4, pp. 745-749, July 2011 (pdf)
[IF(2011)=1.560].
- I.
Dopido, M. Zortea, A. Villa, A. Plaza and P. Gamba. Unmixing
Prior to Supervised Classification of Remotely Sensed
Hyperspectral Images. IEEE Geoscience and Remote Sensing
Letters, vol. 8, no. 4, pp. 760-764, July 2011 (pdf)
[IF(2011)=1.560].
- M.
D. Iordache, J. Bioucas-Dias and A. Plaza. Sparse Unmixing of
Hyperspectral Data. IEEE Transactions on Geoscience and Remote
Sensing, vol. 6, no. 6, pp. 2014-2039, June 2011 (pdf)
[IF(2011)=2.895].
- A.
Plaza, J. Plaza, A. Paz and S. Sanchez. Parallel Hyperspectral
Image and Signal Processing. IEEE Signal Processing
Magazine, vol. 28, no. 3, pp.
119-126, May 2011 (pdf)
[IF(2011)=4.066].
- F.
Garcia-Vilchez, J. Munoz-Mari, M. Zortea, I. Blanes, V. Gonzalez, G.
Camps-Valls, A. Plaza and J. Serra-Sagrista. On the Impact of
Lossy Compression on Hyperspectral Image Classification and
Unmixing. IEEE Geoscience and Remote Sensing
Letters, vol. 8, no. 2, pp. 253-257, March 2011 (pdf) [IF(2011)=1.560].
- C.-I
Chang, B. Ramakhrishna, J. Wang and A. Plaza. Low-Bit Rate
Exploitation-Based Lossy Hyperspectral Image Compression.
Journal of Applied Remote Sensing, vol. 4, Article ID
041760 (pdf),
24 pages, December 2010 [IF(2010)=1.000].
- A.
Plaza, J. Plaza and H. Vegas. Improving the Performance of
Hyperspectral Image and Signal Processing Algorithms Using
Parallel, Distributed and Specialized Hardware-Based Systems. Journal
of Signal Processing Systems, vol. 50, pp. 293-315, December
2010 (pdf) [IF(2010)=0.623].
- J.
Li, J. Bioucas-Dias and A. Plaza. Semi-Supervised Hyperspectral
Image Segmentation Using Multinomial Logistic Regression with
Active Learning. IEEE Transactions on Geoscience and Remote
Sensing, vol. 48, no. 11, pp. 4085-4098, November 2010 (pdf)
[IF(2010)=2.485].
- A.
Plaza, J. Plaza and A. Paz. Improving the Scalability of
Hyperspectral Imaging Applications on Heterogeneous Platforms
Using Adaptive Run-Time Data Compression. Computers &
Geosciences, vol. 36, no. 10, pp. 1283-1291, October
2010 (pdf) [IF(2010)=1.416].
- A.
Plaza. Computational Issues in Remote Sensing Data Analysis.
IEEE Geoscience and Remote Sensing Newsletter, no. 156, pp. 11-15,
September 2010 (pdf).
- G.
Martin, V. Gonzalez-Ruiz, A. Plaza, J. P. Ortiz and I. Garcia. Impact
of JPEG2000 Compression on Endmember Extraction and Unmixing of
Remotely Sensed Hyperspectral Data. Journal of Applied Remote
Sensing, vol. 4, Article ID 041796, 24 pages, July 2010 (pdf)
[IF(2010)=1.000].
- A.
Plaza, J. Plaza and A. Paz. Parallel Heterogeneous CBIR System
for Efficient Hyperspectral Image Retrieval Using Spectral Mixture
Analysis. Concurrency and Computation: Practice &
Experience, vol. 22, no. 9, pp. 1138-1159, June 2010 (pdf) [IF(2010)=0.907].
- J.
Plaza and A. Plaza. Spectral Mixture Analysis of Hyperspectral
Scenes Using Intelligently Selected Training Samples. IEEE
Geoscience and Remote Sensing Letters, vol. 7, no. 2, pp.
371-375, April 2010 (pdf) [IF(2010)=1.431].
- C.
Gonzalez, J. Resano, D. Mozos, A. Plaza and D. Valencia. FPGA
Implementation of the Pixel Purity Index Algorithm for Remotely
Sensed Hyperspectral Image Analysis. EURASIP Journal on
Advances in Signal Processing, vol. 2010, Article ID 969806,
13 pages, 2010 (pdf) [IF(2010)=1.053].
- A.
Paz and A. Plaza. Clusters versus GPUs for Parallel Automatic
Target Detection in Remotely Sensed Hyperspectral Images. EURASIP
Journal on Advances in Signal Processing, vol. 2010, Article ID
915639, 18 pages, 2010 (pdf) [IF(2010)=1.053].
- J.
Plaza, A. Plaza, R. Perez and P. Martinez. On the Use of Small
Training Sets for Neural Network-Based Characterization of Mixed
Pixels in Remotely Sensed Hyperspectral Images. Pattern
Recognition, vol. 42, no. 11, pp. 3032-3045, November
2009 (pdf)
[IF(2009)=2.554].
- M.
Zortea and A. Plaza. A Quantitative and Comparative Analysis of
Different Implementations of N-FINDR: A Fast Endmember Extraction
Algorithm. IEEE Geoscience and Remote Sensing
Letters, vol. 6, no. 4, pp. 787-791, October 2009 (pdf) [IF(2009)=1.379].
- A.
Plaza, J. A. Benediktsson, J. Boardman, J. Brazile, L. Bruzzone, G.
Camps-Valls, J. Chanussot, M. Fauvel, P. Gamba, J.A. Gualtieri, M.
Marconcini, J. C. Tilton and G. Trianni. Recent Advances in
Techniques for Hyperspectral Image Processing. Remote Sensing
of Environment, vol. 113, supplement 1, pp. 110-122,
September 2009 (pdf)
[IF(2009)=3.612].
- M.
E. Schaepman, S. L. Ustin, A. Plaza, T. H. Painter, J. Verrelst and
S. Liang. Earth System Science Related Imaging Spectroscopy - An
Assessment. Remote Sensing of Environment, vol. 113,
supplement 1, pp. 123-137, September 2009 (pdf)
[IF(2009)=3.612].
- M.
Zortea and A. Plaza. Spatial Preprocessing for Endmember
Extraction. IEEE Transactions on Geoscience and Remote
Sensing, vol. 47, no. 8, pp. 2679-2693, August 2009 (pdf)
[IF(2009)=2.234].
- A.
Plaza. Preface to the Special Issue on Architectures and
Techniques for Real-Time Processing of Remotely Sensed Images.
Journal of Real-Time Image Processing, vol. 4, no. 3, pp.
191-193, August 2009 (pdf)
[IF(2010)=0.962].
- J.
C. Jimenez-Muñoz, J. Sobrino, A. Plaza, L. Guanter, J. Moreno and P.
Martinez. Comparison Between Fractional Vegetation Cover
Retrievals from Vegetation Indices and Spectral Mixture Analysis:
Case Study of PROBA/CHRIS Data over an Agricultural Area.
Sensors, vol. 9, no. 2, pp. 768-793, February 2009 (pdf)
[IF(2009)=1.821].
- J.
Plaza, A. Plaza and C. Barra. Multi-Channel Morphological
Profiles for Classification of Hyperspectral Image Data Using
Support Vector Machines. Sensors, vol. 9, no. 1, pp. 196-218,
January 2009 (pdf)
[IF(2009)=1.821].
- A.
Plaza and C.-I Chang. Preface to the Special Issue on High
Performance Computing for Hyperspectral Imaging. International
Journal of High Performance Computing Applications, vol. 22, no. 4,
pp. 363-365, November 2008 (pdf)
[IF(2008)=1.824].
- A.
Plaza and C.-I Chang. Clusters versus FPGA for Parallel
Processing of Hyperspectral Imagery. International Journal of
High Performance Computing Applications, vol. 22, no. 4, pp.
366-385, November 2008 (pdf)
[IF(2008)=1.824].
- D.
Valencia, A. Lastovetsky, M. O'Flynn, A. Plaza and J. Plaza. Parallel
Processing of Remotely Sensed Hyperspectral Images on
Heterogeneous Networks of Workstations Using HeteroMPI.
International Journal of High Performance Computing Applications,
vol. 22, no. 4, pp. 386-407, November 2008 (pdf)
[IF(2008)=1.824].
- A.
Plaza. Parallel Processing of Remotely Sensed Hyperspectral
Imagery: Full-pixel versus Mixed-pixel Classification.
Concurrency and Computation: Practice & Experience, vol. 20, no.
13, pp. 1539-1572, September 2008 (pdf) [IF(2008)=1.791].
- C.-I
Chang, M. Hsueh, W. Liu, C.-C. Wu, F. Chaudry, G. Solyar and A.
Plaza. A Pyramid-Based Block of Skewers for Pixel Purity Index
for Endmember Extraction in Hyperspectral Imagery.
International Journal of High Speed Electronics and Systems, vol.
18, no. 2, pp. 469-482, June 2008 (pdf).
- J.
Plaza, R. Perez, A. Plaza, P. Martinez and D. Valencia. Parallel
Morphological/Neural Processing of Hyperspectral Images Using
Heterogeneous and Homogeneous Platforms. Cluster Computing,
vol. 11, no. 1, pp. 17-32, March 2008 (pdf)
[IF(2008)=0.591].
- A.
Plaza, D. Valencia and J. Plaza. An Experimental Comparison of
Parallel Algorithms for Hyperspectral Analysis Using Homogeneous
and Heterogeneous Networks of Workstations. Parallel
Computing, vol. 34, no. 2, pp. 92-114, February 2008 (pdf)
[IF(2008)=1.309].
- J.
Sobrino, J. C. Jimenez-Muñoz, G. Soria, M. Romaguera, L. Guanter, J.
Moreno, A. Plaza and P. Martinez. Land Surface Emissivity
Retrieval From Different VNIR and TNIR Sensors. IEEE
Transactions on Geoscience and Remote Sensing, vol. 46, no. 2, pp.
316-327, February 2008 (pdf)
[IF(2008)=3.157].
- A.
Plaza. Parallel Techniques for Information Extraction from
Hyperspectral Imagery Using Heterogeneous Networks of Workstations.
Journal of Parallel and Distributed Computing, vol. 68, pp. 93-111,
January 2008 (pdf)
[IF(2008)=1.168].
- R.
Zurita-Milla, J. G. P. W. Clevers, M. E. Schaepman and A. Plaza.
Retrieving Sub-Pixel Land Cover Composition Through an Effective
Integration of the Spatial, Spectral and Temporal Dimensions of
MERIS Imagery. Journal of Remote Sensing, vol. 11, pp.
660-669, November 2007.
- J.
Setoain, M. Prieto, C. Tenllado, A. Plaza and F. Tirado. Parallel
Morphological Endmember Extraction Using Commodity Graphics
Hardware. IEEE Geoscience and Remote Sensing Letters, vol. 43,
no. 3, pp. 441-445, July 2007 (pdf)
[IF(2007)=1.140].
- A.
Plaza, J. Plaza and D. Valencia. Impact of Platform
Heterogeneity on the Design of Parallel Algorithms for
Morphological Processing of High-Dimensional Image Data.
Journal of Supercomputing, vol. 40, no. 1, pp. 81-107, April 2007 (pdf)
[IF(2007)=0.246].
- D.
Valencia, A. Plaza, P. Martinez and J. Plaza. Parallel
Processing of High-Dimensional Remote Sensing Images Using Cluster
Computer Architectures. International Journal of Computers and
their Applications, vol. 14, no. 1, pp. 23-34, March 2007 (pdf).
- A.
Plaza and C.-I Chang. Impact of Initialization on Design of
Endmember Extraction Algorithms. IEEE Transactions on
Geoscience and Remote Sensing, vol. 44, no. 11, pp. 3397-3407,
November 2006 (pdf)
[IF(2006)=1.752].
- A.
Plaza, D. Valencia, J. Plaza and C.-I Chang. Parallel
Implementation of Endmember Extraction Algorithms from
Hyperspectral Data. IEEE Geoscience and Remote Sensing
Letters, vol. 3, no. 3, pp. 334-338, July 2006 (pdf)
[IF(2007)=1.140].
- A.
Plaza, D. Valencia, J. Plaza and P. Martinez. Commodity
Cluster-Based Parallel Processing of Hyperspectral Imagery.
Journal of Parallel and Distributed Computing, vol. 66, no. 3, pp.
345-358, March 2006 (pdf)
[IF(2006)=0.430].
- P.
Martinez, R.M. Perez, A. Plaza, P.L. Aguilar, M.C. Cantero and J.
Plaza. Endmember Extraction Algorithms from Hyperspectral Images.
Annals of Geophysics, vol. 49, no. 1, pp. 93-101, February 2006 (pdf)
[IF(2006)=0.441].
- C.-I
Chang and A. Plaza. A Fast Iterative Algorithm for
Implementation of Pixel Purity Index. IEEE Geoscience and
Remote Sensing Letters, vol. 3, no. 1, pp. 63-67, January 2006 (pdf)
[IF(2007)=1.140].
- J.
C. Tilton, W. T. Lawrence and A. Plaza. Utilizing Hierarchical
Segmentation to Generate Water and Snow Masks to Facilitate
Monitoring of Change with Remotely Sensed Image Data.
GIScience & Remote Sensing, vol. 43, no. 1, pp. 39-66, January
2006 (pdf)
[IF(2008)=0.707].
- A.
Plaza, P. Martinez, J. Plaza and R.M. Perez. Dimensionality
Reduction and Classification of Hyperspectral Image Data Using
Sequences of Extended Morphological Transformations, IEEE
Transactions on Geoscience and Remote Sensing, vol. 43, no. 3, pp.
466-479, March 2005 (pdf)
[IF(2005)=1.627].
- A.
Plaza, P. Martinez, R.M. Perez and J. Plaza. A New Approach to
Mixed Pixel Classification of Hyperspectral Imagery Based on
Extended Morphological Profiles, Pattern Recognition, vol. 37,
no. 6, pp. 1097-1116, June 2004 (pdf)
[IF(2004)=2.176].
- A.
Plaza, P. Martinez, R.M. Perez and J. Plaza. A Quantitative and
Comparative Analysis of Endmember Extraction Algorithms from
Hyperspectral Data, IEEE Transactions on Geoscience and Remote
Sensing, vol. 42, no. 3, pp. 650-663, March 2004 (pdf)
[IF(2004)=1.467].
- A.
Plaza, P. Martinez, J. Plaza, R.M. Perez, P.L. Aguilar, M.C.
Cantero. Algoritmos de extracción de endmembers en imágenes
hiperespectrales. Revista de Teledetección (in Spanish), no.
21, pp. 101-105, 2004 (pdf).
- A.
Plaza, P. Martinez, R.M. Perez and J. Plaza. Spatial/Spectral
Endmember Extraction by Multidimensional Morphological Operations,
IEEE Transactions on Geoscience and Remote Sensing, vol. 40, no.
9, pp. 2025-2041, September 2002 (pdf)
[IF(2002)=1.603].
- E.
Cernadas, M.L. Duran, T. Antequera and A. Plaza. Recognizing
Marbling in Dry-cured Iberian Ham by Multiscale Analysis,
Pattern Recognition Letters, vol. 23, no. 11, pp. 1311-1321,
September 2002 [IF(2002)=0.409] (See Correction, Pattern Recognition
Letters, vol. 1-3, pp. 631, January 2003).
- P.L.
Aguilar, R.M. Perez, P. Martinez and A. Plaza. Red
autoorganizativa para descomposición de imágenes hiperespectrales.
Informacion Tecnologica (in Spanish), vol. 12, no. 6, pp. 185-192,
2001 (pdf).
Guest
Edited Journal Special Issues (10):
- A.
Plaza, B. Zhang, J. A. Benediktsson, T. Yang and J. Li. Special
Issue on Spatial Technology and Social Media. Proceedings
of the IEEE, vol. 105, no. 10, October 2017 (pdf)
[IF(2016)=9.237].
- M.
Chi, A. Plaza, J. A. Benediktsson, B. Zhang and B. Huang. Special
Issue on Big Data in Remote Sensing. IEEE Journal of
Selected Topics in Applied Earth Observations and Remote Sensing,
vol. 8, no. 10, September 2015 (pdf)
[IF(2015)=2.145].
- G.
Corsini, M. Diani, S. Saponara, A. Plaza and M. Carlsohn, Guest
Editors. Special Issue on Algorithms and Architectures for
Real-Time Multi-Dimensional Image Processing. Journal of
Real-Time Image Processing, vol. 9, no. 3, September 2014 (html)
[IF(2014)=2.020].
- A.
Plaza, J. Bioucas-Dias, A. Simic and W. Blackwell, Guest Editors. Special
Issue on Hyperspectral Image and Signal Processing. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 5, no. 2, April 2012 (pdf)
[IF(2012)=2.874].
- B.
Huang and A. Plaza, Guest Editors. Special Section on High
Performance Computing in Applied Remote Sensing: Part 2.
Journal of Applied Remote Sensing, vol. 6, 2012 (html)
[IF(2012)=0.876].
- B.
Huang and A. Plaza, Guest Editors. Special Section on High
Performance Computing in Applied Remote Sensing: Part 1.
Journal of Applied Remote Sensing, vol. 5, 2011 (html)
[IF(2011)=0.818].
- A.
Plaza, Q. Du, J. Bioucas-Dias, X. Jia and F. A. Kruse, Guest
Editors. Special Issue on Spectral Unmixing of Remotely Sensed
Data. IEEE Transactions on Geoscience and Remote Sensing, vol.
49, no. 11, November 2011 (pdf)
[IF(2011)=2.895].
- A.
Plaza, Q. Du, Y.-L. Chang and R. L. King, Guest Editors. Special
Issue on High Performance Computing in Earth Observation and
Remote Sensing. IEEE Journal of Selected Topics in Applied
Earth Observations and Remote Sensing, vol. 4, no. 3, September
2011 (pdf)
[IF(2011)=1.489].
- A.
Plaza, Guest Editor. Special Issue on Architectures and
Techniques for Real-Time Processing of Remotely Sensed Images.
Journal of Real-Time Image Processing, vol. 4, no. 3, August
2009 (html)
[IF(2010)=0.962].
- A.
Plaza and C.-I Chang, Guest Editors. Special Issue on High
Performance Computing for Hyperspectral Imaging. International
Journal of High Performance Computing Applications, vol. 22, no. 4,
November 2008 (html)
[IF(2008)=1.824]
Edited
Books and Proceedings (9):
- A.
Plaza and C.-I Chang, Editors. High Performance Computing in
Remote Sensing. Chapman & Hall/CRC Press, Computer &
Information Science Series, Taylor & Francis, Boca Raton,
Florida, ISBN: 9781584886624, 2007 (html,
flyer,
review).
- B.
Huang, A. Plaza and R. Vitulli, Guest Editors. SPIE Conference
on Satellite Data Compression, Communication and Processing V.
Optics and Photonics, Society of Photo-optical Instrumentation
Engineers (SPIE), San Diego, California, vol. 7455, ISBN:
9780819477453, August 2009 (pdf).
- B.
Huang, A. Plaza, J. Serra-Sagrista, C. Lee, Y. Li and S.-E.
Qian, Editors. SPIE Conference on Satellite Data
Compression, Communication and Processing VI. Optics and
Photonics, Society of Photo-optical Instrumentation Engineers
(SPIE), San Diego, California, vol. 7810, ISBN: 9780819477453,
August 2010 (pdf).
- B.
Huang, A. Plaza and C. Thiebaut, Editors. SPIE Conference on
Satellite Data Compression, Communication and Processing VII.
Optics and Photonics, Society of Photo-optical Instrumentation
Engineers (SPIE), San Diego, California, vol. 8157, ISBN:
9780819487674, August 2011 (pdf).
- B.
Huang, A. Plaza and C. Thiebaut, Editors. SPIE Conference on
Satellite Data Compression, Communication and Processing VIII.
Optics and Photonics, Society of Photo-optical Instrumentation
Engineers (SPIE), San Diego, California, vol. 8514, ISBN:
9780819492319, August 2012 (pdf).
- B.
Huang, A. Plaza and C.-I Chang, Editors. SPIE Conference on
Satellite Data Compression, Communication and Processing IX.
Optics and Photonics, Society of Photo-optical Instrumentation
Engineers (SPIE), San Diego, California, vol. 8871, ISBN:
9780819497215, August 2013 (pdf).
- B.
Huang and A. Plaza, Editors. SPIE Conference on High-Performance
Computing in Remote Sensing I. Optics and Photonics, Society
of Photo-optical Instrumentation Engineers (SPIE), Prague, Czech
Republic, vol. 8183, ISBN: 97808194488107, September 2011 (pdf).
- B.
Huang and A. Plaza, Editors. SPIE Conference on High-Performance
Computing in Remote Sensing II. Optics and Photonics, Society
of Photo-optical Instrumentation Engineers (SPIE), Edinburgh, United
Kingdom, vol. 8539, ISBN: 9780819492791, September 2012
(pdf).
- B.
Huang, A. Plaza and Z. Wu. SPIE
Conference on High-Performance Computing in Remote Sensing III.
Optics and Photonics, Society of Photo-optical Instrumentation
Engineers (SPIE), Dresden, Germany, vol. 8895, ISBN: 9780819497642,
November 2013
(pdf).
Book
Chapters
(25):
- S.
Zhang, Y. Su, X. Xu, J. Li, C. Deng and A. Plaza. Recent
Advances in Hyperspectral Unmixing Using Sparse Techniques and
Deep Learning, in Hyperspectral Image Analysis: Advances in
Machine Learning and Signal Processing. Edited by S. Prasad and J.
Chanussot, Springer, 2020, ISBN: 978-3-030-38616-0, pp. 377-406
(pdf).
- E.
Maggiori, A. Plaza and Y. Tarabalka. Models
for Hyperspectral Image Analysis: From Unmixing to Object-Based
Classification, in Mathematical Models for Remote Sensing
Image Processing. Edited by G. Moser and J. Zerubia, Springer, 2017,
ISBN: 978-3-319-66328-9, pp. 37-80
(pdf).
- J.
R. G. Braga, V. C. Gomes, E. H. Shiguemori, H. F. C. Velho, A. Plaza
and J. Plaza. Nonlinear Method of
Reduction of Dimensionality Based on Artificial Neural Network and
Hardware Implementation, in Integral Methods in Science and
Engineering. Edited by C. Costanda and A. Kirsch, Springer, 2015,
ISBN: 978-3-319-16726-8, pp. 69-79 (pdf).
- J.
Li and A. Plaza. Hyperspectral Image Processing: Methods and
Approaches, in Remote Sensing Handbook, Volume I: Data
Characterization, Classification and Accuracies. Edited by P.
Thenkabail, Taylor and Francis, 2015, ISBN: 978-1-4822-1786-5, pp.
247-258
(pdf).
- P.
Gamba, G. Lisini, G. C. Iannelli, I. Dopido and A. Plaza. Earth
Observation Data Processing and Interpretation for Human
Settlement Characterization: A Really Global Challenge, in
Global Urban Monitoring and Assessment through Earth Observation.
Edited by Q. Weng, Taylor and Francis, 2014, ISBN:
978-1-4665-6449-7, pp. 35-48 (pdf).
- T.
Van Kessel, N. Drost, J. Maasen, H. E. Bal, F. J. Seinstra and A.
Plaza. Towards a High-Performance Distributed CBIR System for
Hyperspectral Remote Sensing Data: A Case Study in Jungle
Computing, in: High Performance Computing in Complex
Enfironments. Edited by E. Jeannot and J. Zilinskas, Wiley, 2013,
ISBN: 978-1-118-71205-4, pp. 403-428 (pdf).
- E.
Ben-Dor, T. Malthus, A. Plaza and D. Schläpfer. Hyperspectral
Remote Sensing, in: Airborne Measurements for
Environmental Research. Edited by M. Wendish and J. L.
Brengier, CRC Press, 2013, ISBN: 978-3-527-40996-9, pp. 413-456 (pdf).
- A.
Plaza, J. Plaza, G. Martin and S. Sanchez. Hyperspectral Data
Processing Algorithms, in: Hyperspectral Remote Sensing of
Vegetation. Edited by P. S. Thenkabail, J. G. Lyon and A.
Huete, Taylor & Francis, 2011, ISBN: 9781439845370, pp. 121-137
(pdf).
- H.
Safavi, C.-I Chang and A. Plaza. Projection Pursuit-Based
Dimensionality Reduction for Hyperspectral Analysis, in: Satellite
Data Compression. Edited by B. Huang, Springer, 2011, ISBN:
978-1-4614-1182-6, pp. 287-309 (pdf).
- A.
Plaza, G. Martin, J. Plaza, M. Zortea and S. Sanchez. Recent
Developments in Spectral Unmixing and Endmember Extraction,
in: Optical Remote Sensing - Advances in Signal Processing and
Exploitation Techniques. Edited by S. Prasad, L. Bruce and J.
Chanussot, Springer, 2011, ISBN: 978-3-642-1241-6, pp. 235-268 (pdf).
- J.
Muñoz, A. Plaza, J. A. Gualtieri and G. Camps-Valls. Parallel
Implementation of SVM in Earth Observation Applications, in: Parallel
Programming and Applications in Grid, P2P and Networking systems.
Edited by F. Xhafa, IOS Press, 2009, ISBN: 978-1-60750-004-9,
pp. 292-312 (pdf).
- A.
Plaza. Parallel Spatial-Spectral Processing of Hyperspectral
Images, in: Computational Intelligence for Remote Sensing.
Edited by M. Graña and R. J. Duro, Series: Studies in Computational
Intelligence, vol. 133, Springer Berlin, 2008, ISBN:
978-3-540-79352-6, pp. 163-192 (pdf).
- J.
Plaza, A. Plaza, R. Perez and P. Martinez. Parallel
Classification of Hyperspectral Images Using Neural Networks,
in: Computational Intelligence for Remote Sensing. Edited by
M. Graña and R. J. Duro, Series: Studies in Computational
Intelligence, vol. 133, Springer Berlin, 2008, ISBN:
978-3-540-79352-6, pp. 193-216 (pdf).
- A.
Plaza and C.-I Chang. Preface to High Performance Computing in
Remote Sensing, in: High Performance Computing in Remote
Sensing. Edited by A. Plaza and C.-I Chang, Chapman &
Hall/CRC Press, Computer & Information Science Series, Boca
Raton, Florida, October 2007, ISBN: 9781584886624, pp. 1-7, 2007 (pdf).
- A.
Plaza and C.-I Chang. Computer Architectures in Remote Sensing:
Overview and Case Study, in: High Performance Computing in
Remote Sensing. Edited by A. Plaza and C.-I Chang, Chapman
& Hall/CRC Press, Computer & Information Science Series,
Boca Raton, Florida, October 2007, ISBN: 9781584886624, pp. 9-41,
2007 (pdf).
- J.
Plaza, R. Perez, A. Plaza, P. Martinez and D. Valencia. Parallel
Implementation of Morphological Neural Networks for Hyperspectral
Image Analysis, in: High Performance Computing in Remote
Sensing. Edited by A. Plaza and C.-I Chang, Chapman &
Hall/CRC Press, Computer & Information Science Series, Boca
Raton, Florida, October 2007, ISBN: 9781584886624, pp. 131-150, 2007
(pdf).
- D.
Valencia, P. Martínez, A. Plaza and J. Plaza. Parallel Wildland
Fire Monitoring and Tracking Using Heterogeneous Computing
Resources, in: High Performance Computing in Remote
Sensing. Edited by A. Plaza and C.-I Chang, Chapman &
Hall/CRC Press, Computer & Information Science Series, Boca
Raton, Florida, October 2007, ISBN: 9781584886624, pp. 151-182, 2007
(pdf).
- A.
Plaza. Morphological Hyperspectral Image Analysis, A Parallel
Processing Perspective, in: Hyperspectral Data
Exploitation: Theory and Applications. Edited by C.-I Chang.
John Wiley & Sons, May 2007, ISBN: 978-0-471-74697-3, pp.
353-378, April 2007 (html,
pdf).
- A.
Plaza. Applications of Morphological Processing to Endmember
Extraction, in: Recent Advances in Hyperspectral Signal
and Image Processing. Edited by C.-I Chang. Research Signpost,
Kerala, India, ISBN: 81-7895-218-1, pp. 195-220, 2007 (html,
pdf).
- F.
Chaudhry, W. Liu, S. Chakravarty, C.-I Chang and A. Plaza. Pixel
Purity Index-Based Endmember Extraction Algorithms, in: Recent
Advances in Hyperspectral Signal and Image Processing. Edited
by C.-I Chang. Research Signpost, Kerala, India, ISBN:
81-7895-218-1, pp. 29-62, 2007 (html,
pdf).
- A.
Plaza, J. Plaza, D. Valencia and P. Martinez. Parallel
Segmentation of Multispectral Images Using Multidimensional
Mathematical Morphology, in: Advances in Image and Video
Segmentation. Edited by Y.J. Zhang, IRM Press, Pennsylvania,
ISBN: 1591407532, pp. 270-291, 2006 (html,
pdf).
- B.
Ramakhrishna, A. Plaza, C.-I Chang, H. Ren, Q. Du and C.-C. Chang. Spectral/Spatial
Hyperspectral Image Compression, in: Hyperspectral Data
Compression. Edited by G. Motta, F. Rizzo y J.A. Storer,
Springer, Berlin, Germany, ISBN: 0387285792, pp. 309-346, 2006 (html,
pdf).
- P.L.
Aguilar, A. Plaza, R.M. Perez and P. Martinez. Morphological
Endmember Identification and Its Systolic Array Design, in: Neural
Networks and Systolic Array Design. Edited by D. Zhang and
S.K. Pal, World Scientific, Singapore, ISBN: 978-981-02-4840-6, pp.
47-69, 2002 (html,
pdf).
- R.M.
Perez, P. Martinez, A. Plaza and P.L. Aguilar. Systolic Array
Methodology for a Neural Model to Solve the Mixture Problem,
in: Neural Networks and Systolic Array Design. Edited by D.
Zhang and S.K. Pal, World Scientific, Singapore, ISBN:
978-981-02-4840-6, pp. 23-46, 2002 (html,
pdf).
- P.
Martinez, P.L. Aguilar, R.M. Perez and A. Plaza. Systolic SOM
Neural Network for Hyperspectral Image Classification, in: Neural
Networks and Systolic Array Design. Edited by D. Zhang and
S.K. Pal, World Scientific, Singapore, ISBN: 978-981-02-4840-6, pp.
193-204, 2002 (html,
pdf).
Peer-Reviewed
International
Conference Papers (325):
- A.
Plaza, J. Li and M. A. T. Figueiredo. An Overview of the
Contributions of Jose Manuel Bioucas-Dias to Remote Sensing Image
Processing. IEEE Geoscience and Remote Sensing Symposium
(IGARSS'21), Brussels, Belgium, 2021 (pdf).
- J.
Kang, R. Fernandez-Beltran and A. Plaza. Generalized Scalable
Neighborhood Component Analysis for Single and Multi-Label Remote
Sensing Image Characterization. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'21), Brussels,
Belgium, 2021 (pdf).
- X.
Tao, L. Han, M. E. Paoletti, S. K. Roy, J. Plaza, J. M. Haut and A.
Plaza. Multiple Incremental Kernel Convolution for Land Cover
Classification of Remotely Sensed Images. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'21), Brussels,
Belgium, 2021 (pdf).
- J.
Kang, R. Fernandez-Beltran, P. Duan, X. Kang and A. Plaza. Robust
Deep Metric Learning for Remote Sensing Images with Noisy
Annotations. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'21), Brussels,
Belgium, 2021 (pdf).
- Z.
Liu, J. Li, J. Plaza and A. Plaza. Subspace Optimal Transport
for Spatial Bias Correction of Social Media Data: A Case Study of
2013 Boulder Flood Event. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'21), Brussels,
Belgium, 2021 (pdf).
- S.
K. Roy, M. E. Paoletti, J. M. Haut, E. M. T. Hendrix and A. Plaza. A
New Min-Max Convolutional Network for Hyperspectral Image
Classification. IEEE
Workshop on Hyperspectral Image and Signal Processing: Evolution in
Remote Sensing (WHISPERS’21), Amsterdam, The Netherlands, 2021 (pdf).
- N.
Pereira, J. Plaza, J. M. Haut and A. Plaza. On the Evaluation of
Machine Learning Algorithms for Hyperspectral Image Classification
on a Heterogeneous Computing Device. 16th Iberian Conference
on Information Systems and Technology (CISTI'21), Chaves, Portugal,
2021 (pdf).
- L.
Yan, Y. Hu, X. Li, J. Li, Y. Zhang, C. Dou, J. Plaza and A. Plaza. Radiometric
Calibration of Fengyun-3D Mersi-II Satellite: A Case Study in Lake
Qinghai, China. IEEE Geoscience and Remote Sensing Symposium
(IGARSS'20), Hawaii, USA, 2020 (pdf).
- M.
E. Paoletti, J. M. Haut, J. Plaza and A. Plaza. Training
CapsNets via Active Learning for Hyperspectral Image
Classification. IEEE Geoscience and Remote Sensing Symposium
(IGARSS'20), Hawaii, USA, 2020 (pdf).
- Z.
Zeng, S. Qian, J. Plaza, A. Plaza and J. Li. Spatial Downscaling
for Global Precipitation Measurement Using a Geographically and
Temporally Weighted Regression Model. IEEE Geoscience and
Remote Sensing Symposium (IGARSS'20), Hawaii, USA, 2020 (pdf).
- Z.
Liu, J. Li, J. Plaza and A. Plaza. Spatial Bias Correction of
Social Media Data by Exploiting Remote Sensing Knowledge in
Data-Deficient Regions. IEEE Geoscience and Remote Sensing
Symposium (IGARSS'20), Hawaii, USA, 2020 (pdf).
- X.
Wang, G. Li and A. Plaza. Adaptive Superpixel Segmentation with
Fisher Vectors for Ship Detection in SAR Images. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'20), Hawaii, USA,
2020 (pdf).
- W.-S.
Hu, H.-C- Li, T.-Y. Ma, Q. Du, A. Plaza and W. J. Emery. Hyperspectral
Image Classification Based on Tensor-Train Convolutional Long
Short-Term Memory. IEEE Geoscience and Remote Sensing
Symposium (IGARSS'20), Hawaii, USA, 2020 (pdf).
- S.
Zhang, G. Zhang, C. Deng, J. Li, S. Wang, J. Wang and A. Plaza. Spectral-Spatial
Weighted Sparse Nonnegative Tensor Factorization for Hyperspectral
Unmixing. IEEE Geoscience and Remote Sensing Symposium
(IGARSS'20), Hawaii, USA, 2020 (pdf).
- S.
A. Rodriguez Gonzalez, M. Shimoni, J. Plaza, A. Plaza, I. Renhorn
and J. Ahlberg. The Detection of Concealed Targets in Woodland
Areas Using Hyperspectral Imagery. IEEE Latin American GRSS
& ISPRS Remote Sensing Conference (LAGIRS'20), Santiago, Chile,
2020 (pdf).
- A.
Maffei, J. M. Haut, M. E. Paoletti, J. Plaza, L. Bruzzone and A.
Plaza. Efficient Convolutional Neural Network for
Spectral-Spatial Hyperspectral Denoising. IEEE Workshop on
Hyperspectral Image and Signal Processing: Evolution in Remote
Sensing (WHISPERS’19), Amsterdam, The Netherlands, 2019 (pdf).
- C.
Liu, J. Li, M. E. Paoletti, J. M. Haut, A. Plaza and Q. Shi. Accessibility-Free
Active Learning for Hyperspectral Image Classification.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'19), Yokohama,
Japan, 2019 (pdf).
- Y.
Li, C. Liu, L. Yan, J. Li, A. Plaza and B. Li. A
New Spatio-Temporal Fusion Method for Remotely
Sensed Data Based on Convolutional Neural Networks.
IEEE
Geoscience and Remote Sensing
Symposium (IGARSS'19), Yokohama,
Japan, 2019 (pdf).
- S.
Zhang, C. Deng, J. Li, S. Wang, F. Li,
C. Xu and A. Plaza. Superpixel-Guided
Sparse Unmixing for Remotely Sensed
Hyperspectral Imagery.
IEEE
Geoscience and Remote
Sensing Symposium
(IGARSS'19), Yokohama,
Japan, 2019 (pdf).
- Y.
Su, J. Li, H. Qi, P.
Gamba, A. Plaza and J.
Plaza. Multi-Task
Learning with
Low-Rank Matrix
Factorization for
Hyperspectral
Nonlinear Unmixing.
IEEE
Geoscience and
Remote Sensing
Symposium
(IGARSS'19),
Yokohama,
Japan, 2019 (pdf).
- M.
E. Paoletti,
J. M. Haut, J.
Plaza and A.
Plaza. Solving
Deep Neural
Networks with
Ordinary
Differential
Equations for
Remotely
Sensed
Hyperspectral
Image
Classification.
IEEE
Geoscience and
Remote Sensing
Symposium
(IGARSS'19),
Yokohama,
Japan, 2019 (pdf).
- S.
Bernabe, C.
Garcia, R.
Fernandez-Beltran,
M. E.
Paoletti, J.
M. Haut, J.
Plaza and A.
Plaza. Open
Multi-Processing
Acceleration
for
Unsupervised
Land Cover
Categorization
Using
Probabilistic
Latent
Semantic
Analysis.
IEEE
Geoscience and
Remote Sensing
Symposium
(IGARSS'19),
Yokohama,
Japan, 2019 (pdf).
- N.
He, L. Fang,
Y. Li and A.
Plaza. High-Order
Self-Attention
Network for
Remote Sensing
Scene
Classification.
IEEE
Geoscience and
Remote Sensing
Symposium
(IGARSS'19),
Yokohama,
Japan, 2019
(pdf).
- Y.
Su, J. Li, A. Plaza, A. Marinoni, P. Gamba and Y. Huang. Deep
Auto-Encoder Network for Hyperspectral Image Unmixing.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'18), Valencia,
Spain, 2018 (pdf).
- J.
M. Haut, R. Fernandez-Beltran, M. E. Paoletti, J. Plaza, A.
Plaza and F. Pla. Inter-Sensor Regression Analysis for
Operational Sentinel-2 and Sentinel-3 Data Products.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'18),
Valencia, Spain, 2018 (pdf).
- J.
M. Haut, Y. Liu, M. E. Paoletti, X. Xu, J. Plaza and A.
Plaza. Evaluation of Different Regularization Methods
for the Extreme Learning Machine Applied to
Hyperspectral Images.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'18),
Valencia, Spain, 2018 (pdf).
- M.
E. Paoletti, J. M. Haut, J. Plaza and A. Plaza. An
Investigation of Self-Normalized Deep Neural Networks
for Hyperspectral Image Classification. IEEE
Geoscience and Remote Sensing Symposium
(IGARSS'18), Valencia, Spain, 2018 (pdf).
- N.
He, L. Fang, S. Li and A. Plaza. Covariance Matrix
Based Feature Fusion for Scene Classification.
IEEE
Geoscience and Remote Sensing Symposium
(IGARSS'18), Valencia, Spain, 2018 (pdf).
- C.
Zhu, S. Zang, J. Plaza, J. Li and A. Plaza. Impervious Surface
Extraction from Multispectral Images Using Morphological Attribute
Profiles and Spectral Mixture Analysis. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- Y.
Su, A. Marinoni, J. Li, A. Plaza and P. Gamba. Nonnegative
Sparse Autoencoder for Robust Endmember Extraction from Remotely
Sensed Hyperspectral Images.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- Y.
Liu, J. Bioucas-Dias, J. Li and A. Plaza. Multi-Superpixelization-Based
Convex Formulation for Joint Classification of Hyperspectral and
LiDAR Data.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- Y.
Sun, J. M. Bioucas-Dias, X. Zhang, Y. Liu and A. Plaza. A New
Classification-Oriented Endmember Extraction and Sparse Unmixing
Approach for Hyperspectral Data. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- S.
Zhang, J. Li, J. Plaza, H.-C. Li and A. Plaza. Spatial
Weighted Sparse Regression for Hyperspectral Image Unmixing.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- Y.
Liu, J. Bioucas-Dias, J. Li and A. Plaza. Hyperspectral Cloud
Shadow Removal Based on Linear Unmixing. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- M.
Peñalver, F. Del Frate, M. E. Paoletti, J. M. Haut, J.
Plaza and A. Plaza. Onboard Payload-Data
Dimensionality Reduction.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- M.
E. Paoletti, J. M. Haut, J. Plaza, A. Plaza, Q. Liu
and R. Hang. Multicore Implementation of the
Multi-Scale Adaptive Deep Pyramid Matching Model for
Remotely Sensed Image Classification.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- J.
M. Haut, M. E. Paoletti, A. Paz-Gallardo, J. Plaza and
A. Plaza. Cloud Implementation of Logistic
Regression for Hyperspectral Image Classification.
Proceedings of the 17th International Conference on
Computational and Mathematical Methods in Science and
Engineering (CMMSE'17), Rota, Spain, 2017 (pdf).
- M.
E. Paoletti, J. M. Haut, J. Plaza and A. Plaza. Yingyang
K-Means Clustering for Hyperspectral Image Analysis.
Proceedings of the 17th International Conference on
Computational and Mathematical Methods in Science and
Engineering (CMMSE'17), Rota, Spain, 2017 (pdf).
- Y.
Sun, J. Li, W. Wang, A. Plaza and Z. Chen. Active
Learning Based Autoencoder for Hyperspectral Imagery
Classification. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'16), Beijing,
China, 2016 (pdf).
- A.
Marinoni, A. Plaza and P. Gamba. On
the Detection of Linear Mixtures in Hyperspectral Images.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'16), Beijing,
China, 2016 (pdf).
- X.
Xu, J. Li and A. Plaza. Fusion
of LiDAR and Hyperspectral Data Using Morphological Component
Analysis.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'16), Beijing,
China, 2016 (pdf).
- S.
Bernabe, G. Botella, J. M. R. Navarro, C. Orueta, M. Prieto
and A. Plaza. Parallel
Implementation of the Simplex Growing Algorithm for
Hyperspectral Unmixing Using OpenCL.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'16),
Beijing, China, 2016 (pdf).
- M.
Khodadadzadeh, L. Bruzzone, J. Li and A. Plaza. A
Gaussian Approach to Subspace Based Classification
of Hyperspectral Images.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'16),
Beijing, China, 2016 (pdf).
- J.
Delgado, G. Martin, J. Plaza, L. I. Jimenez and A.
Plaza. On the
Optimization of Memory Access to Increase the
Performance of Spatial Preprocessing Techniques on
Graphics Processing Units.
IEEE
Geoscience and Remote Sensing
Symposium (IGARSS'16), Beijing, China,
2016 (pdf).
- Y.
Liu, F. Condessa, J. M. Bioucas-Dias,
J. Li and A. Plaza. Convex
Formulation for Hyperspectral Image
Clasisification with Superpixels.
IEEE
Geoscience and Remote
Sensing Symposium
(IGARSS'16), Beijing,
China, 2016 (pdf).
- M.
D. Iordache, N.
Bhatia, J. M.
Bioucas-Dias and A.
Plaza. Uncertainty
Propagation from
Atmospheric
Parameters to Sparse
Hyperspectral
Unmixing.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'16),
Beijing, China, 2016 (pdf).
- L.
I. Jimenez, G. Martin, S. Sanchez, J. Plaza and A.
Plaza. Fast
Spatial-Spectral Preprocessing for Endmember
Extraction and Spectral Unmixing Using Graphics
Processing Units. IEEE
Geoscience and Remote Sensing
Symposium (IGARSS'16), Beijing, China,
2016 (pdf).
- A.
Erturk, S. Erturk and A. Plaza. Unmixing
with SLIC Superpixels for
Hyperspectral Change Detection.
IEEE
Geoscience and Remote
Sensing Symposium
(IGARSS'16), Beijing,
China, 2016 (pdf).
- A.
Marinoni, J. Plaza, A.
Plaza and P. Gamba. An
Iterative
Enhancement of
Higher Order
Nonlinear Mixture
Model for Accurate
Hyperspectral
Unmixing. IEEE
GRSS Workshop on
Hyperspectral Image
and Signal
Processing:
Evolution in Remote
Sensing
(WHISPERS'16), Los
Angeles, California,
2016 (pdf).
- S.
Zhang, J. Li, Z. Wu
and A. Plaza. Sparse
Hyperspectral
Unmixing with
Spatial
Discontinuity
Preservation.
IEEE GRSS Workshop
on Hyperspectral
Image and Signal
Processing:
Evolution in Remote
Sensing
(WHISPERS'16), Los
Angeles, California,
2016 (pdf).
- N.
Yokoya, X. Zhu and
A. Plaza. Graph-Regularized
Coupled Spectral
Unmixing for
Multisensor
Time-Series
Analysis.
IEEE
GRSS Workshop
on
Hyperspectral
Image and
Signal
Processing:
Evolution in
Remote Sensing
(WHISPERS'16),
Los Angeles,
California,
2016 (pdf).
- Z.
Wu, Q. Wang,
A. Plaza, J.
Li, J. Wei and
Z. Wei. GPU
Implementation
of
Hyperspectral
Image
Classification
Based on
Weighted
Markov Random
Fields.
IEEE
GRSS Workshop
on
Hyperspectral
Image and
Signal
Processing:
Evolution in
Remote Sensing
(WHISPERS'16),
Los Angeles,
California,
2016 (pdf).
- J.
M. Haut, M.
Paoletti, J.
Plaza and A.
Plaza. Cloud
Implementation
of the K-Means
Algorithm for
Hyperspectral
Image Analysis.
Proceedings
of the International Conference on Computational and Mathematical
Methods in Science and Engineering (CMMSE'16), Rota, Spain, 2016 (pdf).
- L.
I. Jimenez, J. Plaza and A. Paza. Efficient
Implementation of Morphological Index for Building/Shadow
Extraction from Remotely Sensed Images.
Proceedings
of the International Conference on Computational and Mathematical
Methods in Science and Engineering (CMMSE'16), Rota, Spain, 2016 (pdf).
- L.
I. Jimenez, S. Bernabe, C. Garcia, J. Plaza, G. Martin, S. Sanchez
and A. Plaza. Multi-Core
Implementation of Spatial-Spectral Preprocessing for
Hyperspectral Unmixing.
Proceedings
of the International Conference on Computational and
Mathematical Methods in Science and Engineering (CMMSE'16),
Rota, Spain, 2016 (pdf).
- A.
G. Flores, A. Paz, A. Plaza and J. Li. A
New Tool for Unsupervised Classification of Satellite Images
Available on Web Servers: Google Maps as a Case Study.
SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Edinburgh, United Kingdom, 2016 (pdf).
- Y.
Sun, X. Zhang, A. Plaza, J. Li, I. Dopido and Y. Liu. A
New Semi-Supervised Classification
Strategy Combining Active Learning and Spectral Unmixing of
Hyperspectral Data. SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Edinburgh, United Kingdom, 2016 (pdf).
- S.
Bernabe, G. Botella, C. Orueta, J. M. R. Navarro, M. Prieto and A.
Plaza. OpenCL-Library-Based
Implementation of SCLSU Algorithm for Remotely Sensed
Hyperspectral Exploitation: clMAGMA versus viennaCL.
SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Edinburgh, United Kingdom, 2016 (pdf).
- Y.
Liu, J. Li, A. Plaza, Y. Sun. A
Multiple Criteria-Based Spectral Partitioning Method for Remotely
Sensed Hyperspectral Image Classification.
SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Edinburgh, United Kingdom, 2016 (pdf).
- L.
I. Jimenez, J. Plaza, A. Plaza and J. Li. Spatial-Spectral
Preprocessing for Endmember Extraction on GPUs.
SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Edinburgh, United Kingdom, 2016 (pdf).
- S.
Bernabe, G. Martin, G. Botella, M. Prieto and A. Plaza. Parallel
Implementation of a Hyperspectral Data Geometry-Based Estimation
of Number of Endmembers Algorithm. SPIE
Photonics Europe, Real-Time Image and Video Processing Conference,
Brussels, Belgium, 2016 (pdf).
- S.
Bernabe, F. D. Igual, G. Botella, M. Prieto and A. Plaza. Parallel
Implementation of the Multiple Endmember Spectral Mixture
Analysis Algorithm for Hyperspectral Unmixing. SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Toulouse, France, 2015 (pdf).
- S.
Bernabe, F. D. Igual, G. Botella, C. Garcia, M. Prieto and A. Plaza.
Performance Portability Study of an
Automatic Target Detection and Classification Algorithm for
Hyperspectral Image Analysis Using OpenCL.
SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Toulouse, France, 2015 (pdf).
- M.
Khodadadzadeh, J. Li, A. Plaza and J. M. Bioucas-Dias. Hyperspectral
Image Classification Based on Union of Subspaces. Proceedings
of the Joint Urban Remote Sensing Conference (URBAN'15), Lausanne,
Switzerland, 2015 (pdf).
- S.
Bernabe, G. Martin, J. M. P. Nascimento, J. M. Bioucas-Dias, A.
Plaza, G. Botella, M. Prieto. A
Fast Parallel Hyperspectral Coded Aperture Algorithm for
Compressive Sensing Using OpenCL. IEEE International
Conference on Computer as a Tool (EUROCON'15), Salamanca, Spain,
2015 (pdf).
- L.
I . Jimenez, A. Plaza, V. Ayma, P. Achanccaray, G. A. O. P. Costa,
R. Q. Feitosa. Segmentation as
Postprocessing for Hyperspectral Image Classification.
IEEE International Conference on Computer as a Tool (EUROCON'15),
Salamanca, Spain, 2015 (pdf).
- F.
Sierra-Pajuelo, A. Paz and A. Plaza. Performance
Optimizations for an Automatic Target Generation Process in
Hyperspectral Analysis. Proceedings of the International
Conference on Architecture of Computing Systems (ARCS'15), Porto,
Portugal, 2015 (pdf).
- V.
A. Ayma, R. S. Ferreira, P. Happ, D. Oliveira, R. Feitosa, G. Costa,
A. Plaza and P. Gamba. Classification
Algorithms for Big Data Analysis, A Map Reduce Approach.
The International Archives of the Photogrammetry, Remote Sensing and
Spatial Information Sciences, ISPRS Conference, Munich, Germany,
2015 (pdf).
- C.
Li, L. Gao, A. Plaza and B. Zhang. FPGA Implementation of a
Maximum Volume Algorithm for Endmember Extraction from
Hyperspectral Imagery.
IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'15),Tokyo,
Japan, 2015 (pdf).
- S.
Bernabe, G. Martin, J. Nascimento, J. M. Bioucas-Dias, A. Plaza and
V. Silva. GPU Implementation of a Constrained Hyperspectral
Coded Aperture Algorithm for Compressive Sensing.
IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'15),Tokyo,
Japan, 2015 (pdf).
- M.
D. Iordache, J. M. Bioucas-Dias and A. Plaza. Potentials
and Limitations of Band Selection and Library Pruning in Sparse
Hyperspectral Unmixing.
IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'15),Tokyo,
Japan, 2015 (pdf).
- J.
Li, J. M. Bioucas-Dias, A. Plaza and L. Liu. Robust Collaborative
Nonnegative Matrix Factorization for Hyperspectral Unmixing
(R-CoNMF).
IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'15),Tokyo,
Japan, 2015 (pdf).
- A.
Erturk, M. D. Iordache and A. Plaza. Hyperspectral Change
Detection by Sparse Unmixing with Dictionary Pruning.
IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'15),Tokyo,
Japan, 2015 (pdf).
- L.
I. Jimenez and A. Plaza. HyperMix: An Open Source Tool for
Hyperspectral Imaging. IEEE Geoscience and Remote Sensing
Symposium (IGARSS'15), Milan, Italy, 2015 (pdf).
- L.
I. Jimenez, V. A. Ayma, P. Achanccaray, G. A .Costa, R. Q. Feitosa
and A. Plaza. Segmentation as Postprocessing for Hyperspectral
Image Classification. IEEE Geoscience and Remote Sensing
Symposium (IGARSS'15), Milan, Italy, 2015 (pdf).
- V.
A. Ayma, R. Ferreira, G. Costa, R. Q. Feitosa, A. Plaza and P.
Gamba.
On the Architecture of a Big Data Classification Tool Based on a
Map Reduce Approach for Hyperspectral Image Analysis.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'15), Milan,
Italy, 2015
(pdf).
- Y.
Liu, J. Li and A. Plaza. Class-Oriented Spectral Partitioning
for Hyperspectral Image Classification.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'15), Milan,
Italy, 2015 (pdf).
- A.
Erturk and A. Plaza. Sparse Unmixing for Hyperspectral Change
Detection.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'15), Milan,
Italy, 2015.
- J.
Delgado, G. Martin, J. Plaza, L. I. Jimenez and A. Plaza. GPU
Implementation of Spatial Preprocessing for Spectral Unmixing of
Hyperspectral Data.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'15), Milan,
Italy, 2015 (pdf).
- S.
Bernabe, G. Martin, J. M. P. Nascimento, J. M. Bioucas-Dias, A.
Plaza and V. Silva. GPU Implementation of a Hyperspectral Coded
Aperture Algorithm for Compressive Sensing. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'15), Milan, Italy,
2015
(pdf).
- M.
A. Garcia-Sopo, A. Cuartero, P. G. Rodriguez and A. Plaza. Hyperspectral
and LiDAR Data Integration and Classification.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'15), Milan,
Italy, 2015 (pdf).
- M.
Khodadadzadeh, A. Cuartero, J. Li and A. Plaza. Fusion of
Hyperspectral and LiDAR Data Using Generalized Composite Kernels:
A Case Study in Extremadura, Spain.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'15), Milan,
Italy, 2015
(pdf).
- G.
Martin, J. M. Bioucas-Dias and A. Plaza. B-HYCA: Blind
Hyperspectral Compressive Sensing.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'15), Milan,
Italy, 2015
(pdf).
- Y.
Li, Z. Wu, A. Plaza, J. Li, J. Wei, Z. Wei and J. Liu. Fast
Principal Component Analysis for Hyperspectral Imaging Based on
Cloud Computing.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'15), Milan,
Italy, 2015
(pdf).
- P.
M. Achanccaray, V. A. Ayma, L. I. Jimenez, S. Bernabe, P. Happ, R.
Q. Feitosa and A. Plaza. SPT 3.1: A Free Software Tool for
Automatic Tuning of Segmentation Parameters in Optical,
Hyperspectral and SAR Images.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'15), Milan,
Italy, 2015 (pdf).
- K.
Tan, X. Jin, A. Plaza and P. Du. Automatic change detection in
high-resolution remote sensing images by using a multiple
classifier system and spatial features. IEEE International
Workshop on the Analysis of Multitemporal Remote Sensing Images
(MULTITEMP'15), Annecy, France, 2015.
- A.
Agathos, J. Li, J. M. Bioucas-Dias and A. Plaza.
Robust Minimum Volume Simplex Analysis for Hyperspectral Unmixing.
European
Signal Processing Conference (EUSIPCO'14), Lisbon, Portugal, 2014 (pdf).
- M.
Khodadadzadeh, J. Li, A. Plaza, P. Gamba, J. A. Benediktsson and J.
M. Bioucas-Dias. A New Framework for Hyperspectral Image
Classification Using Multiple Spectral and Spatial Features.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'14), Quebec City,
Canada, 2014
(pdf).
- Y.
Liu, J. Li, A. Plaza, J. M. Bioucas-Dias, P. G. Rodriguez and A.
Cuartero. Spectral Partitioning for Hyperspectral Remote Sensing
Image Classification.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'14), Quebec City,
Canada, 2014
(pdf).
- F.
del Frate, I. Fabrini, M. Picchiani, A. Plaza and J. Plaza. GPU
Implementations for Dimensionality Reduction of Hyperspectral Data
with Auto-Associative Neural Networks. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'14), Quebec City,
Canada, 2014.
- M.
D. Iordache, A. Okujeni, S. van der Linden, J. M. Bioucas-Dias, A.
Plaza and B. Somers. On the Use of Collaborative Sparse
Regression in Hyperspectral Unmixing Chains.
IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'14), Lausanne, Switzerland,
2014 (pdf).
- M.
A. Veganzones, L. Drumetz, G. Tochon, M. Dalla Mura, A. Plaza, J. M.
Bioucas-Dias and J. Chanussot. A New Extended Linear Mixing
Model to Address Spectral Variability.
IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'14), Lausanne, Switzerland,
2014
(pdf).
- A.
Marinoni, J. Plaza, A. Plaza and P. Gamba. Integrating Multiple
Nonlinear Estimators into Hyperspectral Unmixing.
IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'14), Lausanne, Switzerland,
2014
(pdf).
- J.
Li, Y. Liu, A. Plaza and P. Du. Spectrometer-Driven Spectral
Partitioning for Hyperspectral Image Classification.IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'14), Lausanne, Switzerland,
2014
(pdf).
- L.
Drumetz, M. A. Veganzones, R. Marrero, G. Tochon, M. Dalla Mura, A.
Plaza and J. Chanussot. Binary Partition Tree-Based Local
Spectral Unmixing. IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'14), Lausanne, Switzerland,
2014 (pdf).
- S.
Sanchez, P. Marpu and A. Plaza. Efficient
Parallel Implementation of Polarimetric Synthetic Aperture Radar
Data Processing. SPIE Remote
Sensing Europe, High Performance Computing in Remote
Sensing Conference, Amsterdam, The Netherlands, 2014 (pdf).
- P.
Achanccaray, V. Ayma, L. I. Jimenez, S. Garcia, P. Happ, R. Feitosa
and A. Plaza. A Free Software Tool
for Automatic Tuning of Segmentation Parameters. South
Eastern European Journal of Earth Observation and Geomatics, vol. 3,
no. 2, pp. 707-711, 2014 (pdf).
- M.
D. Iordache, A. Okujeni, S. van der Linden, J. M. Bioucas-Dias, A.
Plaza and B. Somers. A Multi-Measurement Vector Approach for
Endmember Extraction in Urban Environments. Proceedings of the
9th ESA-EUSC-JRC Conference on Image Information Mining, Bucharest,
Romania, 2014 (pdf).
- J.
L. Moyano-Cuevas, A. Plaza, I. Dopido, J. B. Pagador, J. A.
Sanchez-Margallo, L. F. Sanchez and F. M. Sanchez-Margallo. 3D
Segmentation of MRI of the Liver Using Support Vector Machine.
Proceedings of the XIII Mediterranean Conference on Medical and
Biological Engineering and Computing, pp. 368-371, 2013.
- G.
Martin, J. M. Bioucas-Dias and A. Plaza. Hyperspectral Coded
Aperture (HYCA): A New Technique for Hyperspectral Compressive
Sensing. European Signal Processing Conference (EUSIPCO'13),
Marrakech, Morocco, 2013 (pdf).
- M.
A. Veganzones, G. Tochon, M. Dalla Mura, A. Plaza and J. Chanussot.
Hyperspectral Image Segmentation Using a New Spectral
Mixture-Based Binary Partition Tree Representation. IEEE
International Conference on Image Processing (ICIP'13), Melbourne,
Australia, 2013 (pdf).
- J.
M. Rodriguez Alves, J. M. Nascimento, J. M. Bioucas-Dias, Antonio
Plaza and Vitor Silva. Parallel Sparse Unmixing of Hyperspectral Data. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'13), Melbourne,
Australia, 2013
(pdf).
- M.
Khodadadzadeh, J. Li, A. Plaza, H. Ghassemian and J. M.
Bioucas-Dias. Spectral-Spatial Classification for Hyperspectral
Data Using SVM and Subspace MLR. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'13), Melbourne,
Australia, 2013
(pdf).
- M.
A. Veganzones, G. Tochon, M. Dalla Mura, A. Plaza and J. Chanussot.
A Comparison Study Between Windowing and Binary Partition Trees
for Hyperspectral Image Information Mining. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'13), Melbourne,
Australia, 2013
(pdf).
- M.
D. Iordache, L. Tits, B. Somers and A. Plaza. Improved
Vegetation Signal Unmixing Based on Sparse Group Selection. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'13), Melbourne,
Australia, 2013
(pdf).
- B.
Song, J. Li, P. Li and A. Plaza. Decision Fusion Based on
Extended Multi-Attribute Profiles for Hyperspectral Image
Classification. IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'13), Gainesville, Florida,
2013 (pdf).
- I.
Dopido, P. Gamba and A. Plaza. Spectral Unmixing-Based
Post-Processing for Hyperspectral Image Classification. IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'13), Gainesville, Florida,
2013 (pdf).
- M.
D. Iordache, B. Somers, L. Tits, J. M. Bioucas-Dias, A. Plaza and P.
Coppin. Plant Production System Monitoring via Multiple Signal
Classification and Sparse Regression. IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'13), Gainesville, Florida,
2013 (pdf).
- R.
Marrero, S. Doute, A. Plaza and J. Chanussot. Validation of
Spectral Unmixing Methods Using Photometry and Topography
Information. IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'13), Gainesville, Florida,
2013 (pdf).
- I.
Dopido, J. Li, A. Plaza and P. Gamba. Semi-Supervised
Classification of Urban Hyperspectral Data Using Spectral Unmixing
Concepts. Proceedings of the Joint Urban Remote Sensing
Conference (URBAN'13), Sao Paulo, Brazil, 2013 (pdf).
- L.
Chen, Y. Fang, B. Huang and A. Plaza. GPU-Based Parallel Design
of Vertex Component Analysis for Hyperspectral Unmixing. SPIE
Optics and Photonics, Satellite Data Compression, Communication, and
Processing Conference, San Diego, CA, 2013.
- S.-C.
Wei, B. Huang and A. Plaza. Acceleration of Vertex Component
Analysis for Spectral Unmixing with CUDA. SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Dresden, Germany, 2013 (pdf).
- J.
M. Nascimento, J. R. Alves, A. Plaza, V. Silva and J. M.
Bioucas-Dias. Parallel Method for Sparse Semisupervised
Hyperspectral Unmixing. SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Dresden, Germany, 2013 (pdf).
- X.
Wu, Y. Li, B. Huang and A. Plaza. GPU Acceleration of the
N-FINDR Algorithm. SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Dresden, Germany, 2013.
- J.
Sevilla, S. Bernabe and A. Plaza. Unmixing-Based Retrieval
System for Remotely Sensed Hyperspectral Imagery on GPUs.
Proceedings of the International Conference on Computational and
Mathematical Methods in Science and Engineering (CMMSE'13), Almeria,
Spain, 2013.
- J.
M. Franco, J. Sevilla and A. Plaza. Parallel Implementation of
Pixel Purity Index for a GPU Cluster. Proceedings of the
International Conference on Computational and Mathematical Methods
in Science and Engineering (CMMSE'13), Almeria, Spain, 2013.
- J.
M. Molero, E. M. Garzon, I. Garcia, E. S. Quintana and A. Plaza. Batched
Cholesky Solver on GPUs for Accelerating Local RX Anomaly Detector
in Hyperspectral Images.
Proceedings of the International Conference on Computational and
Mathematical Methods in Science and Engineering (CMMSE'13), Almeria,
Spain, 2013.
- J.
Sevilla and A. Plaza. A New Digital Repository for Remotely
Sensed Hyperspectral Imagery on GPUs. International Symposium
on Symbolic and Numeric Algorithms for Scientific Computing
(SYNASC'13), Workshop on High Performance Computing for Scientific
Problems, Timisoara, Romania, 2013.
- L.
I. Jimenez, P. N. Happ, R. Q. Feitosa and A. Plaza.
A Parallel Implementation of a Region Growing Segmentation
Algorithm for Multispectral and Hyperspectral Images.
International Symposium on Symbolic and Numeric Algorithms for
Scientific Computing (SYNASC'13), Workshop on High Performance
Computing for Scientific Problems, Timisoara, Romania, 2013 (pdf).
- I.
Dopido, J. Li, P. Gamba and A. Plaza. Semi-Supervised Classification of Hyperspectral Data Using
Spectral Unmixing Concepts. Tyrrhenian Workshop
2012 on Advances in Radar and Remote Sensing, Naples, Italy,
2012 (pdf).
- M.
D. Iordache, J. Bioucas-Dias and A. Plaza. Dictionary Pruning in
Sparse Unmixing of Hyperspectral Data. IEEE GRSS Workshop on
Hyperspectral Image and Signal Processing: Evolution in Remote
Sensing (WHISPERS'12), Shanghai, China, 2012 (pdf).
- J.
M. Rodriguez-Alves, J. Nascimento, A. Plaza, S. Sanchez, J.
Bioucas-Dias and V. Silva. Vertex Component
Analysis GPU-Based Implementation for Hyperspectral Unmixing.
IEEE GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'12), Shanghai, China, 2012 (pdf).
- J.
Li, J. Bioucas-Dias and A. Plaza. Semi-Supervised Discriminative
Random Field for Hyperspectral Image Classification. IEEE GRSS
Workshop on Hyperspectral Image and Signal Processing: Evolution in
Remote Sensing (WHISPERS'12), Shanghai, China, 2012 (pdf).
- I.
Dopido, J. Li, J. Bioucas-Dias and A. Plaza. A New
Semi-Supervised Approach for Hyperspectral Image Classification
with Different Active Learning Strategies. IEEE GRSS Workshop
on Hyperspectral Image and Signal Processing: Evolution in Remote
Sensing (WHISPERS'12), Shanghai, China, 2012 (pdf).
- J.
Li, J. Bioucas-Dias and A. Plaza. Nonnegative Matrix
Factorization with Collaborativity for Hyperspectral Unmixing.
IEEE GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'12), Shanghai, China, 2012 (pdf).
- M.
D. Iordache, J. Bioucas-Dias and A. Plaza. Collaborative Sparse
Unmixing of Hyperspectral Data. IEEE Geoscience and Remote
Sensing Symposium (IGARSS'12), Munich, Germany, 2012 (pdf).
- J.
Li, J. Bioucas-Dias and A. Plaza. Collaborative Nonnegative
Matrix Factorization for Remotely Sensed Hyperspectral Unmixing.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'12), Munich,
Germany, 2012 (pdf).
- Q.
Du, J. Bioucas-Dias and A. Plaza. Hyperspectral Band Selection
Using a Collaborative Sparse Model.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'12), Munich,
Germany, 2012 (pdf).
- I.
Dopido, J. Li, A. Plaza and J. Bioucas-Dias. Semi-Supervised
Active Learning for Urban Hyperspectral Image Classification.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'12), Munich,
Germany, 2012 (pdf).
- J.
Rodriguez-Alves, J. M. P. Nascimento, J. Bioucas-Dias, V. Silva and
A. Plaza. Parallel Implementation of Vertex Component Analysis
for Hyperspectral Endmember Extraction. IEEE Geoscience and
Remote Sensing Symposium (IGARSS'12), Munich, Germany, 2012 (pdf).
- L.
I. Jimenez, G. Martin and A. Plaza. HyperMix: A New Tool for
Quantitative Evaluation of Endmember Identification and Spectral
Unmixing Techniques. IEEE Geoscience and Remote Sensing
Symposium (IGARSS'12), Munich, Germany, 2012 (pdf).
- S.
Bernabe, A. Plaza, S. Lopez and R. Sarmiento. Parallel
Implementation of a Hyperspectral Unmixing Chain: Graphics
Processing Units versus Multi-Core Processors. IEEE Geoscience
and Remote Sensing Symposium (IGARSS'12), Munich, Germany, 2012 (pdf).
- S.
Sanchez and A. Plaza. Parallel Hyperspectral Image Compression
Using Iterative Error Analysis on Graphics Processing Units.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'12), Munich,
Germany, 2012 (pdf).
- G.
Martin, J. Bioucas-Dias and A. Plaza. Hyperspectral Coded
Aperture: A New Algorithm for Hyperspectral Compressive Sensing.
IEEE Geoscience and Remote Sensing Symposium (IGARSS'12), Munich,
Germany, 2012 (pdf).
- P. Cappelaere,
S. Sanchez, S. Bernabe and A. Plaza. Multi-Core Implementation
of a Full Hyperspectral Unmixing Chain within the NASA Web
Coverage Processing Service for HyspIRI. IEEE Geoscience
and Remote Sensing Symposium (IGARSS'12), Munich, Germany, 2012.
- T.
Schmid, A. Palacios, S. Chabrillat, E. Ben-Dor, A. Plaza, M.
Rodriguez, M. Huesca, M. Pelayo, C. Pascual and P. Escribano. Spectral
Characterization of Land Surface Composition to Determine Soil
Erosion within Semiarid Rainfed Cultivated Areas. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'12), Munich,
Germany, 2012 (pdf).
- J.
Gomez Franco, J. Plaza and A. Plaza. GPU Implementation of a
Neural Network-Based Classifier for Hyperspectral Data. SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Edinburgh, United Kingdom, 2012.
- S.
Bernabe, P. R. Marpu, M. Dalla Mura, A. Plaza and J. A.
Benediktsson. GPU Implementation of Attribute Profiles for
Remote Sensing Image Classification. SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Edinburgh, United Kingdom, 2012.
- X.
Wu, A. Plaza and B. Huang. Further Optimizations of the
GPU-Based Pixel Purity Index Algorithm for Hyperspectral Unmixing.
SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Edinburgh, United Kingdom, 2012 (pdf).
- P.
R. Marpu and A. Plaza. Review of High Performance Requirements
in Hyperspectral Image Processing.
SPIE
Remote Sensing Europe, High Performance Computing in Remote
Sensing Conference, Edinburgh, United Kingdom, 2012.
- S.
Sanchez and A. Plaza. Real-Time Lossy Compression of
Hyperspectral Images Using Iterative Error Analysis on GPUs.
SPIE Photonics Europe, Real-Time Image and Video Processing
Conference, Brussels, Belgium, 2012 (pdf).
- J.
Rodriguez-Alves and A. Plaza. OpenCL versus NVidia CUDA for
Remotely Sensed Hyperspectral Image Unmixing on Graphics
Processing Units. SPIE Optics and Photonics, Satellite Data
Compression, Communication, and Processing Conference, San Diego,
CA, 2012.
- A.
Ferran, S. Bernabe, P. G. Rodriguez and A. Plaza. A New
Web-Based System for Unsupervised Classification of Satellite
Images from the Google Maps Engine. SPIE Optics and Photonics,
Satellite Data Compression, Communication, and Processing
Conference, San Diego, CA, 2012 (pdf).
- S.
Bernabe, P. Marpu, A. Plaza and J. A. Benediktsson. Spectral
Unmixing of Multispectral Satellite Images with Dimensionality
Expansion Using Morphological Profiles. SPIE Optics and
Photonics, Satellite Data Compression, Communication, and Processing
Conference, San Diego, CA, 2012 (pdf).
- I.
Dopido, J. Li and A. Plaza. Semi-Supervised Active Learning
Approach for Hyperspectral Image Classification: Application to
Multinomial Logistic Regression and Support Vector Machines.
SPIE Optics and Photonics, Satellite Data Compression,
Communication, and Processing Conference, San Diego, CA, 2012.
- J.
Sevilla, S. Bernabe, P. G. Rodriguez and A. Plaza. A New
Digital Repository for Remotely Sensed Hyperspectral Imagery with
Unmixing-Based Retrieval Functionality. SPIE Optics and
Photonics, Satellite Data Compression, Communication, and Processing
Conference, San Diego, CA, 2012 (pdf).
- S.
Sanchez and A. Plaza. GPU Implementation of the Image Space
Reconstruction Algorithm for Remotely Sensed Hyperspectral
Unmixing. SPIE Optics and Photonics, Satellite Data
Compression, Communication, and Processing Conference, San Diego,
CA, 2012.
- G.
Martin, J. Bioucas-Dias and A. Plaza. A New Technique for
Hyperspectral Compressive Sensing Using Spectral Unmixing. SPIE
Optics and Photonics, Satellite Data Compression, Communication, and
Processing Conference, San Diego, CA, 2012 (pdf).
- L.
Cheng, Y. Fang, B. Huang and A. Plaza. GPU-Based
Parallel Design of Vertex Component Analysis for Hyperspectral
Unmixing.
SPIE Optics and Photonics, Satellite Data Compression,
Communication, and Processing Conference, San Diego, CA, 2012.
- F.
Ruiz, F. Rodriguez and A. Plaza. Improving
the Processing of Data Obtained from Meteorological Satellites
Using Graphics Processing Units (GPUs). SPIE Optics and Photonics, Satellite Data
Compression, Communication, and Processing Conference, San Diego,
CA, 2012.
- L.
I. Jimenez, G. Martin and A. Plaza. A New Tool for Evaluating
Spectral Unmixing Applications for Remotely Sensed Hyperspectral
Image Analysis. International Conference on Geographic
Object-Based Image Analysis (GEOBIA), Rio de Janeiro, Brazil, 2012 (pdf).
- J.
Li, P. R. Marpu, A. Plaza, J. Bioucas-Dias and J. A. Benediktsson. A
New Multiple Classifier System for Semi-Supervised Analysis of
Hyperspectral Images. 1st International Conference on Pattern
Recognition Applications and Methods, Algarve, Portugal, 2012 (pdf).
- S.
Bernabe and A. Plaza. Commodity Cluster-Based Parallel
Implemementation of an Automatic Target Generation Process for
Hyperspectral Image Analysis. IEEE International Conference on
Parallel and Distributed Systems, Tainan, Taiwan, 2011 (pdf).
- S.
Bernabe, S. Lopez, A. Plaza, R. Sarmiento and P. G. Rodriguez. FPGA
Design of an Automatic Target Generation Process for Hyperspectral
Image Analysis. IEEE International Conference on Parallel and
Distributed Systems, Tainan, Taiwan, 2011 (pdf).
- J.
Li, A. Plaza and J. Bioucas-Dias. Integration of Hyperspectral
Image Classification and Unmixing for Active Learning.
International Symposium on Image and Data Fusion, Tengchong, China,
2011 (pdf).
- A.
Plaza. Content-Based Hyperspectral Image Retrieval Using
Spectral Unmixing. SPIE Remote Sensing Europe, Image and
Signal Processing for Remote Sensing Conference, Prague, Czech
Republic, 2011 (pdf).
- A.
Villa, J. Li, A. Plaza and J. Bioucas-Dias. A New
Semi-Supervised Algorithm for Hyperspectral Image Classification
Based on Spectral Unmixing Concepts. IEEE GRSS Workshop on
Hyperspectral Image and Signal Processing: Evolution in Remote
Sensing (WHISPERS'11), Lisbon, Portugal, 2011 (pdf).
- J.
Li, J. Bioucas-Dias and A. Plaza. Semi-Supervised Hyperspectral
Image Classification Using a New (Soft) Sparse Multinomial
Logistic Regression Model. IEEE GRSS Workshop on Hyperspectral
Image and Signal Processing: Evolution in Remote Sensing
(WHISPERS'11), Lisbon, Portugal, 2011 (pdf).
- I.
Dopido, A. Villa, A. Plaza and P. Gamba. A Comparative
Assessment of Several Processing Chains for Hyperspectral Image
Classification: What Features to Use?. IEEE GRSS Workshop on
Hyperspectral Image and Signal Processing: Evolution in Remote
Sensing (WHISPERS'11), Lisbon, Portugal, 2011 (pdf).
- G.
Martin, J. Plaza and A. Plaza. On the Incorporation of
Spatial Information to Endmember Identification Algorithms without
the Pure Pixel Assumption. IEEE GRSS Workshop on Hyperspectral
Image and Signal Processing: Evolution in Remote Sensing
(WHISPERS'11), Lisbon, Portugal, 2011 (pdf).
- M.
D. Iordache, J. Bioucas-Dias and A. Plaza. Total Variation
Regularization in Sparse Hyperspectral Unmixing. IEEE
GRSS Workshop on Hyperspectral Image and Signal Processing:
Evolution in Remote Sensing (WHISPERS'11), Lisbon, Portugal, 2011 (pdf).
- M.
Ciznicki, K. Kurowski and A. Plaza. GPU Implementation of
JPEG2000 for Hyperspectral Image Compression. SPIE Remote
Sensing Europe, High Performance Computing in Remote
Sensing Conference, Prague, Czech Republic, 2011 (pdf).
- C.
Gonzalez, D. Mozos, J. Resano and A. Plaza. FPGA Implementation
of Endmember Extraction Algorithms from Hyperspectral Imagery:
Pixel Purity Index versus N-FINDR. SPIE Remote Sensing
Europe, High Performance Computing in Remote
Sensing Conference, Prague, Czech Republic, 2011 (pdf).
- J.
M. Molero, E. M. Garzon, I. Garcia and A. Plaza. Parallel
Implementation of RX Anomaly Detection on Multi-Core Processors:
Impact of Data Partitioning Strategies. SPIE Remote Sensing
Europe, High Performance Computing in Remote
Sensing Conference, Prague, Czech Republic, 2011 (pdf).
- S.
Sanchez and A. Plaza. A Comparative Analysis of GPU
Implementations of Spectral Unmixing Algorithms. SPIE Remote
Sensing Europe, High Performance Computing in Remote
Sensing Conference, Prague, Czech Republic, 2011 (pdf).
- A.
Plaza and J. Plaza. Parallel Implementation of Linear and
Nonlinear Spectral Unmixing of Remotely Sensed Hyperspectral
Images. SPIE Remote Sensing Europe, High Performance
Computing in Remote Sensing Conference, Prague, Czech Republic,
2011 (pdf).
- S.
Sanchez and A. Plaza. Real-Time Implementation of a Full
Hyperspectral Unmixing Chain on Graphics Processing Units.
SPIE Optics and Photonics, Satellite Data Compression,
Communication, and Processing Conference, San Diego, CA, 2011 (pdf).
- A.
Paz and A. Plaza. A New Morphological Anomaly Detection
Algorithm for Hyperspectral Images and its GPU Implementation.
SPIE Optics and Photonics, Satellite Data Compression,
Communication, and Processing Conference, San Diego, CA, 2011 (pdf).
- G.
Martin and A. Plaza. Joint Spectral and Spatial Preprocessing
Prior to Endmember Extraction from Hyperspectral Images.
SPIE Optics and Photonics, Satellite Data Compression,
Communication, and Processing Conference, San Diego, CA, 2011 (pdf).
- I.
Dopido, A. Villa and A. Plaza. Unsupervised Clustering and
Spectral Unmixing for Feature Extraction Prior to Supervised
Classification of Hyperspectral Images. SPIE Optics and
Photonics, Satellite Data Compression, Communication, and Processing
Conference, San Diego, CA, 2011 (pdf).
- J.
Bioucas-Dias and A. Plaza. An Overview on Hyperspectral
Unmixing: Geometrical, Statistical and Sparse Regression Based
Approaches. IEEE International Geoscience and Remote Sensing
Symposium (IGARSS'11), Vancouver, Canada, 2011 (pdf).
- P.
Gamba, A. Villa, A. Plaza, J. Chanussot and J. A. Benediktsson. Urban
Area Product Simulation for the ENMAP Hyperspectral Sensor.
IEEE International Geoscience and Remote Sensing Symposium
(IGARSS'11), Vancouver, Canada, 2011 (pdf).
- S.
Sanchez, A. Paz and A. Plaza. Real-Time Spectral Unmixing
Using Iterative Error Analysis on Commodity Graphics Processing
Units. IEEE International Geoscience and Remote Sensing
Symposium (IGARSS'11), Vancouver, Canada, 2011 (pdf).
- G.
Martin, A. Plaza and M. Zortea. Noise-Robust Spatial
Preprocessing Prior to Endmember Extraction from Hyperspectral
Data. IEEE International Geoscience and Remote Sensing
Symposium (IGARSS'11), Vancouver, Canada, 2011 (pdf).
- J.
Li, J. Bioucas-Dias and A. Plaza. A New Subspace
Discriminant Analysis Approach for Supervised Hyperspectral
Image Classification. IEEE International Geoscience and Remote
Sensing Symposium (IGARSS'11), Vancouver, Canada, 2011 (pdf).
- M.
D. Iordache, J. Bioucas-Dias and A. Plaza. Hyperspectral
Unmixing with Sparse Group Lasso. IEEE International
Geoscience and Remote Sensing Symposium (IGARSS'11), Vancouver,
Canada, 2011 (pdf).
- S.
Bernabe and A. Plaza. A New Tool for Classification on Satellite
Images Available from Google Maps: Efficient Implementation in
Graphics Processing Units. IEEE International Geoscience and
Remote Sensing Symposium (IGARSS'11), Vancouver, Canada, 2011 (pdf).
- A.
Plaza. High Performance Computing in Complex Environments:
Applications to Hyperspectral Remote Sensing Data Analysis.
European Geosciences Union General Assemby (EGU'2011), Vienna,
Austria, 2011 (html,
pdf).
- C.
Gonzalez, J. Resano, D. Mozos and A. Plaza. FPGA Design
of the N-FINDR Algorithm for Endmember Extraction
from Hyperspectral Images. 2nd International Conference
on Space Technology, Athens, Greece, 2011 (pdf).
Distinguished with the best student paper award of the conference.
- I.
Dopido and A. Plaza. Unmixing Prior to Supervised Classification
of Urban Hyperspectral Images. 6th IEEE GRSS/ISPRS Joint
Workshop on Remote Sensing and Data Fusion over Urban Areas
(Urban'11), Munich, Germany, 2011 (pdf).
- S. Bernabe y
A. Plaza. A New Tool for Classification of Satellite Images
Available in Google Maps: Efficient Implementation in Graphics
Processing Units. Jornadas de Paralelismo, La Laguna, Spain,
2011 (pdf).
- J.
Bioucas-Dias and A. Plaza. Hyperspectral Unmixing: Geometrical,
Statistical and Sparse Regression-Based Approaches. SPIE
Remote Sensing Europe, Image and Signal Processing for Remote
Sensing Conference, Toulouse, France, 2010 (pdf).
- A.
Paz and A. Plaza. Cluster versus GPU Implementation of an
Orthogonal Target Detection Algorithm for Remotely Sensed
Hyperspectral Images. IEEE International Conference
on Cluster Computing (Cluster'10), Heraklion, Greece, 2010
(pdf).
- S.
Sanchez and A. Plaza. GPU Implementation of the Pixel Purity
Index Algorithm for Hyperspectral Image Analysis. IEEE
International Conference on Cluster
Computing (Cluster'10), Heraklion, Greece, 2010 (pdf).
- A.
Plaza, S. Sanchez, A. Paz and J. Plaza. GPUs versus FPGAs for
Onboard Compression of Hyperspectral Data. 2nd International
Workshop on On-Board Payload Data Compression (OBPDC'10), CNES,
Toulouse, France, 2010 (pdf).
- I.
Garcia, E. M. T. Hendrix, J. Plaza and A. Plaza. Spectral
Unmixing Based on a Minimum Volume Simplicial Enclosure Model.
Toulouse Global Optimization Workshop (TOGO'10), Toulouse, France,
2010 (pdf).
- A.
Plaza and J. Plaza. Impact of Vector Ordering Strategies on
Morphological Unmixing of Remotely Sensed Hyperspectral
Images. 20th International Conference on Pattern Recognition
(ICPR'10), Istambul, Turkey, 2010 (pdf).
- J.
Plaza and A. Plaza. Comparative Analysis of Training Strategies
for Neural Network-Based Spectral Unmixing of Laboratory-Simulated
Forest Hyperspectral Scenes. Workshop on Pattern Recognition
in Remote Sensing, 20th International Conference on Pattern
Recognition (ICPR'10), Istambul, Turkey, 2010 (pdf).
- M.
Parente and A. Plaza. Survey of Geometric and Statistical
Unmixing Algorithms for Hyperspectral Images. IEEE GRSS
Workshop on Hyperspectral Image and Signal Processing: Evolution in
Remote Sensing (WHISPERS'10), Reykjavik, Iceland, 2010 (pdf).
- G.
Martin and A. Plaza. Spatial-Spectral Preprocessing for
Volume-Based Endmember Extraction Algorithms Using Unsupervised
Clustering. IEEE GRSS Workshop on Hyperspectral Image and
Signal Processing: Evolution in Remote Sensing (WHISPERS'10),
Reykjavik, Iceland, 2010 (pdf).
- J.
Li, J. Bioucas-Dias and A. Plaza. Supervised Hyperspectral Image
Segmentation Using Active Learning. IEEE GRSS Workshop on
Hyperspectral Image and Signal Processing: Evolution in Remote
Sensing (WHISPERS'10), Reykjavik, Iceland, 2010 (pdf).
- M.
Zortea, D. Tuia, F. Pacifici and A. Plaza. Spectral-Textural
Endmember Extraction. IEEE GRSS Workshop on Hyperspectral
Image and Signal Processing: Evolution in Remote Sensing
(WHISPERS'10), Reykjavik, Iceland, 2010 (pdf).
- M.
D. Iordache, A. Plaza and J. Bioucas-Dias. On the Use of
Spectral Libraries to Perform Sparse Unmixing of Hyperspectral
Data. IEEE GRSS Workshop on Hyperspectral Image and Signal
Processing: Evolution in Remote Sensing (WHISPERS'10), Reykjavik,
Iceland, 2010 (pdf).
- J.
Li, J. Bioucas-Dias and A. Plaza. Exploiting Spatial Information
in Semi-Supervised Hyperspectral Image Segmentation. IEEE GRSS
Workshop on Hyperspectral Image and Signal Processing: Evolution in
Remote Sensing (WHISPERS'10), Reykjavik, Iceland, 2010 (pdf).
- A.
Plaza and J. Plaza. Automatic Selection of Informative
Samples for SVM-Based Classification of Hyperspectral Data Using
Limited Training Sets. IEEE GRSS Workshop on Hyperspectral
Image and Signal Processing: Evolution in Remote Sensing
(WHISPERS'10), Reykjavik, Iceland, 2010 (pdf).
- M.
Zortea and A. Plaza. Spatial-Spectral Endmember Extraction from
Remotely Sensed Hyperspectral Images Using the Watershed Transform.
IEEE International Geoscience and Remote Sensing Symposium
(IGARSS'10), Hawaii, USA, 2010 (pdf).
- M.
D. Iordache, A. Plaza and J. Bioucas-Dias. Recent Developments
in Sparse Hyperspectral Unmixing. IEEE International
Geoscience and Remote Sensing Symposium (IGARSS'10), Hawaii, USA,
2010 (pdf).
- G.
Martin and A. Plaza. Spatial Preprocessing for Endmember
Extraction Using Unsupervised Clustering and Orthogonal Subspace
Projection Concepts. IEEE International Geoscience and Remote
Sensing Symposium (IGARSS'10), Hawaii, USA, 2010 (pdf).
- E.
Hendrix, I. Garcia, J. Plaza and A. Plaza. Minimum Volume
Simplicial Enclosure for Spectral Unmixing of Remotely Sensed
Hyperspectral Data. IEEE International Geoscience and Remote
Sensing Symposium (IGARSS'10), Hawaii, USA, 2010 (pdf).
- S.
Sanchez, G. Martin and A. Plaza. Parallel Implementation of the
N-FINDR Endmember Extraction Algorithm on Commodity Graphics
Processing Units. IEEE International Geoscience and Remote
Sensing Symposium (IGARSS'10), Hawaii, USA, 2010 (pdf).
- A.
Paz and A. Plaza. GPU Implementation of Target and Anomaly
Detection Algorithms for Remotely Sensed Hyperspectral Image
Analysis. SPIE Optics and Photonics, Satellite Data
Compression, Communication, and Processing Conference, San Diego,
CA, 2010 (pdf).
- S.
Sanchez, G. Martin, A. Plaza and C.-I Chang. GPU Implementation
of Fully Constrained Linear Spectral Unmixing for Remotely Sensed
Hyperspectral Data Exploitation. SPIE Optics and Photonics,
Satellite Data Compression, Communication, and Processing
Conference, San Diego, CA, 2010 (pdf).
- M.
Rojas, I. Dopido, A. Plaza and P. Gamba. Comparison of Support
Vector Machine-Based Processing Chains for Hyperspectral Image
Classification. SPIE Optics and Photonics, Satellite Data
Compression, Communication, and Processing Conference, San Diego,
CA, 2010 (pdf).
- S.
Bernabe and A. Plaza. A New System to Perform Unsupervised
Classification and Content-Based Satellite Image Retrieval from
Google Maps. SPIE Optics and Photonics, Satellite Data
Compression, Communication, and Processing Conference, San Diego,
CA, 2010 (pdf).
- A.
Paz, J. M. Molero, E. M. Garzon, J. A. Martinez and A. Plaza. A
New Parallel Implementation of the RX Algorithm for Anomaly
Detection in Hyperspectral Images. 9th International
Conference on Computational and Mathematical Methods in Science and
Engineering (CMMSE'10), Almeria, Spain, 2010 (pdf).
- C.
Gonzalez, D. Mozos, J. Resano and A. Plaza. FPGA for Computing
the Pixel Purity Index Algorithm on Hyperspectral Images.
Engineering of Reconfigurable Systems and Algorithms (ERSA'10), Las
Vegas, NV, 2010 (pdf).
- A.
Plaza, J. Plaza, I. Dopido, G. Martin, M. D. Iordache and S.
Sanchez. New Hyperspectral Unmixing Techniques in the Framework
of the Earth Observation Optical Data Calibration and Information
Extraction (EODIX) Project. 3rd International Symposium on
Recent Advances in Quantitative Remote Sensing (RAQRS'10),
Valencia, Spain, 2010 (pdf).
- S.
Bernabe and A. Plaza. A New Tool for Information Extraction and
Mining from Satellite Imagery Available from Google Maps Engine.
3rd International Symposium on Recent Advances in Quantitative
Remote Sensing (RAQRS'10), Valencia, Spain, 2010 (pdf).
- S.
Sanchez, G. Martin, A. Plaza and J. Plaza. Near Real-Time
Endmember Extraction from Remotely Sensed Hyperspectral Data Using
NVidia GPUs. SPIE
Photonics Europe, Real-Time Image and Video Processing Conference,
Brussels, Belgium, 2010 (pdf).
- A.
Plaza. Recent Developments and Future Directions in
Parallel Processing of Remotely Sensed Images.
6th IEEE International Symposium on Image and Signal Processing and
Analysis (ISPA'09), Special Session on Parallel and Distributed
Computing in Image Processing, Video Processing, and Multimedia
(PDIVM'09), Salzburg, Austria, 2009, invited paper (pdf).
- A.
Plaza, J. Plaza and G. Martin. Spatial-Spectral Endmember
Extraction from Hyperspectral Imagery Using Multi-Band Morphology
and Volume Optimization. IEEE International Conference on
Image Processing (ICIP'09), Cairo, Egypt, 2009 (pdf).
- A.
Plaza, J. Plaza and G. Martin. Incorporation of Spatial
Constraints into Spectral Mixture Analysis of Remotely Sensed
Hyperspectral Data. IEEE International Workshop on Machine
Learning for Signal Processing (MLSP'09), Grenoble, France, 2009 (pdf).
- A.
Plaza, G. Martin and M. Zortea. On the Incorporation of Spatial
Information to Spectral Mixture Analysis: Survey and Algorithm
Comparison. IEEE GRSS Workshop on Hyperspectral Image and
Signal Processing: Evolution in Remote Sensing (WHISPERS'09),
Grenoble, France, 2009 (pdf).
- J.
Li, J. Bioucas-Dias and A. Plaza. Semi-Supervised Hyperspectral
Image Segmentation. IEEE GRSS Workshop on Hyperspectral Image
and Signal Processing: Evolution in Remote Sensing (WHISPERS'09),
Grenoble, France, 2009 (pdf).
- D.
Valencia and A. Plaza. Efficient Implementation of Morphological
Opening and Closing by Reconstruction on Multi-Core Parallel
Systems. IEEE GRSS Workshop on Hyperspectral Image and Signal
Processing: Evolution in Remote Sensing (WHISPERS'09), Grenoble,
France, 2009 (pdf).
- J.
Plaza, A. Plaza, D. Valencia and A. Paz. Massively Parallel
Processing of Hyperspectral Images. SPIE Optics and Photonics,
Satellite Data Compression, Communication, and Processing
Conference, San Diego, CA, 2009 (pdf).
- A.
Paz, A. Plaza and J. Plaza. Comparative Analysis of Different
Implementations of a Parallel Algorithm for Automatic Target
Detection and Classification of Hyperspectral Images. SPIE
Optics and Photonics, Satellite Data Compression, Communication, and
Processing Conference, San Diego, CA, 2009 (pdf).
- A.
Plaza, J. Plaza, S. Sanchez and A. Paz. Lossy Hyperspectral
Image Compression Tuned for Spectral Mixture Analysis Applications
on NVidia Graphics Processing Units. SPIE Optics and
Photonics, Satellite Data Compression, Communication, and Processing
Conference, San Diego, CA, 2009 (pdf).
- G.
Martin, V. G. Ruiz, A. Plaza, J. P. Ortiz and I. Garcia. Impact
of JPEG2000 Compression on Spatial-Spectral Endmember
Extraction from Hyperspectral Data. SPIE Optics and Photonics,
Satellite Data Compression, Communication, and Processing
Conference, San Diego, CA, 2009 (pdf).
- J.
Plaza and A. Plaza. A Fast Sequential Endmember Extraction
Algorithm Based on Unconstrained Linear Spectral Unmixing.
SPIE Remote Sensing Europe, Image and Signal Processing for Remote
Sensing Conference, Berlin, Germany, 2009 (pdf).
- J.
Li, J. Bioucas-Dias and A. Plaza. Semi-Supervised Hyperspectral
Classification Using Active Label Selection. SPIE Remote
Sensing Europe, Image and Signal Processing for Remote Sensing
Conference, Berlin, Germany, 2009 (pdf).
- A.
Plaza, Q. Du and Y.-L. Chang. High Performance Computing for
Hyperspectral Image Analysis: Perspective and State-of-the-Art.
IEEE International Geoscience and Remote Sensing Symposium
(IGARSS'09), Cape Town, South Africa, 2009 (pdf).
- A.
Plaza, Q. Du and Y.-L. Chang. High Performance Computing for
Hyperspectral Image Analysis: Perspective and State-of-the-Art.
IEEE International Geoscience and Remote Sensing Symposium
(IGARSS'09), Cape Town, South Africa, 2009 (pdf).
- A.
Plaza, J. Plaza, H. Vegas and S. Sanchez. Parallel
Implementation of Endmember Extraction Algorithms Using NVidia
Graphical Processing Units. IEEE International Geoscience and
Remote Sensing Symposium (IGARSS'09), Cape Town, South Africa, 2009
(pdf).
- F.
Ayuso, J. Setoain, M. Prieto, C. Tenllado, F. Tirado, J. Plaza and
A. Plaza. Endmember Extraction from Hyperspectral Imagery Using
a Parallel Ensemble Approach with Consensus Analysis. IEEE
International Geoscience and Remote Sensing Symposium (IGARSS'09),
Cape Town, South Africa, 2009 (pdf).
- A.
Plaza, P. Gamba. M. Kneubühler, A. Mueller and M. Schaepman. Recent
Activities in the Hyperspectral Imaging Network (Hyper-I-Net): A
European Consortium Fostering Imaging Spectroscopy Research.
IEEE International Geoscience and Remote Sensing Symposium
(IGARSS'09), Cape Town, South Africa, 2009 (pdf).
- A.
Plaza, G. Martin and M. Zortea. Analysis of Different Strategies
for Incorporating Spatial Information in Endmember Extraction from
Hyperspectral Data. IEEE International Geoscience and Remote
Sensing Symposium (IGARSS'09), Cape Town, South Africa, 2009 (pdf).
- A.
Plaza, J. Plaza and A. Paz. Improving the Scalability of
Parallel Algorithms for Hyperspectral Image Analysis Using
Adaptive Message Compression. IEEE International Geoscience
and Remote Sensing Symposium (IGARSS'09), Cape Town, South Africa,
2009 (pdf).
- J.
Li, J. Bioucas-Dias and A. Plaza. Semi-Supervised Hyperspectral
Image Classification Based on a Markov Random Field and a Sparse
Multinomial Logistic Regression. IEEE International Geoscience
and Remote Sensing Symposium (IGARSS'09), Cape Town, South Africa,
2009 (pdf).
- M.
Iordache, J. Bioucas-Dias and A. Plaza. Unmixing Sparse
Hyperspectral Mixtures. IEEE International Geoscience and
Remote Sensing Symposium (IGARSS'09), Cape Town, South Africa, 2009
(pdf).
- A.
Plaza, J. Plaza, S. Sanchez and A. Paz. Optimizing a
Hyperspectral Image Processing Chain Using Heterogeneous and
GPU-Based Parallel Computing Architectures. 9th International
Conference on Computational and Mathematical Methods in Science and
Engineering (CMMSE'09), Gijon, Spain, 2009 (pdf).
- J.
A. Martinez, E. M. Garzon, A. Plaza and I. Garcia. AdItHe: An
Approach to Optimize Iterative Computation on Heterogeneous
Multiprocessors. 9th International Conference on Computational
and Mathematical Methods in Science and Engineering (CMMSE'09),
Gijon, Spain, 2009 (pdf).
- G.
Ortega, J. A. Martinez, E. M. Garzon, A. Plaza and I. Garcia. An
Approach to Optimise Iterative Computations on Heterogeneous
Multiprocessors. XX Jornadas de Paralelismo, La Coruña, Spain,
2009 (pdf).
- J.
Li, J. Bioucas-Dias and A. Plaza. Hyperspectral Image
Classification Based on a Fast Bregman Sparse Multinomial Logistic
Regression Algorithm. 6th European Association of Remote
Sensing Laboratories (EARSeL) SIG IS Workshop, Tel-Aviv, Israel,
2009 (pdf).
- M.
Iordache, J. Bioucas-Dias and A. Plaza. Sparse Hyperspectral
Unmixing. 6th European Association of Remote Sensing
Laboratories (EARSeL) SIG IS Workshop, Tel-Aviv, Israel, 2009 (pdf).
- M.
E. Schaepman, S. L. Ustin, A. Plaza, T. H. Painter, J. Verrelst and
S. Liang. Imaging Spectroscopy in the Earth System Sciences.
6th European Association of Remote Sensing Laboratories (EARSeL) SIG
IS Workshop, Tel-Aviv, Israel, 2009 (pdf).
- A.
Plaza. Clusters versus FPGAs for Spectral Mixture Analysis-Based
Lossy Hyperspectral Data Compression. SPIE Optics and
Photonics, Satellite Data Compression, Communication, and Processing
Conference, San Diego, CA, 2008, invited paper (pdf).
- A.
Plaza, J. Plaza and A. Cristo. Morphological Feature Extraction
and Spectral Unmixing of Hyperspectral Images. IEEE
International Symposium on Signal Processing and Information
Technology (ISSPIT'08), Sarajevo, Bosnia & Herzegovina, 2008 (pdf).
Distinguished with the Best Paper Award of the Symposium.
- M.
Zortea and A. Plaza. Improved Spectral Unmixing of Hyperspectral
Images Using Spatially Homogeneous Endmembers. IEEE
International Symposium on Signal Processing and Information
Technology (ISSPIT'08), Sarajevo, Bosnia & Herzegovina, 2008 (pdf).
- A.
Cristo, A. Plaza and D. Valencia. A Novel Thresholding Method
for Automatically Detecting Stars in Astronomical Images. IEEE
International Symposium on Signal Processing and Information
Technology (ISSPIT'08), Sarajevo, Bosnia & Herzegovina, 2008 (pdf).
- A.
Plaza and J. Plaza. Parallel Morphological Classification of
Hyperspectral Imagery Using Extended Opening and Closing by
Reconstruction Operations. IEEE International Geoscience and
Remote Sensing Symposium (IGARSS'08), Boston, MA, 2008 (pdf).
- J.
Nairoukh, G. Trianni, A. Plaza, P. Gamba and F. Dell'Acqua. Towards
the Definition of a Flexible Hyperspectral Processing Chain:
Preliminary Case Study Using High-Resolution Urban Hyperspectral
Data. IEEE International Geoscience and Remote Sensing
Symposium (IGARSS'08), Boston, MA, 2008 (pdf).
- A.
Paz, A. Plaza and S. Blazquez. Parallel Implementation of Target
Detection Algorithms for Hyperspectral Imagery. IEEE
International Geoscience and Remote Sensing Symposium (IGARSS'08),
Boston, MA, 2008 (pdf).
- D.
Valencia, A. Plaza, V. Rychkov and A. Lastovetsky. Efficient
Collective Communication Paradigms for Hyperspectral Imaging
Algorithms Using HeteroMPI. Lecture Notes in Computer Science,
vol. 5205, pp. 326-331, EuroPVM/MPI'08, 2008 (pdf).
- A.
Plaza. Recent Developments and Future Directions in
Hyperspectral Data Classification. SPIE Remote Sensing Europe:
Image and Signal Processing for Remote Sensing Conference, Florence,
Italy, 2007, invited paper (pdf).
- J.
Plaza, A. Plaza, R. Perez and P. Martinez. Parallel
Morphological Neural Networks for Hyperspectral Image
Classification on Fully Heterogeneous and Homogeneous Networks of
Workstations. Parallel Computing (ParCo'2007),
Forschungszentrum Jülich, Aachen, Germany, 2007 (pdf).
- A.
Plaza. Cluster-Based Implementation of a Morphological Watershed
Algorithm for Classification of Multichannel Images. Workshop
on Grid Computing Applications Development (GridCAD), Timisoara,
Romania, 2007 (pdf).
- A.
Plaza, J. Plaza, A. Paz and S. Blazquez. Parallel CBIR System
for Efficient Hyperspectral Image Retrieval from Heterogeneous
Networks of Workstations. Workshop on Grid Computing
Applications Development (GridCAD), Timisoara, Romania, 2007 (pdf).
- A.
Plaza, D. Valencia, S. Blazquez and J. Plaza. Parallel Detection
of Targets in Hyperspectral Images Using Heterogeneous Networks of
Workstations. 15th Euromicro Parallel and Distributed
Processing Conference (PDP'2007), Naples, Italy, 2007 (pdf).
- A.
Plaza. Towards Real-Time Compression of Hyperspectral Images
Using Virtex-II FPGAs. Lecture Notes in Computer Science, vol.
4641, pp. 248-257, Euro-Par 2007 (pdf).
- L.
Moreau, E. Jeannot, G. Bosilca and A. Plaza. Euro-Par Topic 9:
Parallel and Distributed Programming. Lecture Notes in
Computer Science, vol. 4641, pp. 639, Euro-Par 2007 (pdf).
- A.
Plaza, A. Mueller, T. Skauli, Z. Malenovsky, J. Bioucas, S. Hofer,
J. Chanussot, V. Carrere, I. Baarstad, J. Nieke, T. Hyvarinen, P.
Gamba, J. A. Benediktsson, M. E. Schaepman and B. Zagajewski. HYPER-I-NET:
European Research Network on Hyperspectral Imaging. IEEE
International Geoscience and Remote Sensing Symposium (IGARSS'07),
Barcelona, Spain, 2007 (pdf).
- P.
Gamba, A. Plaza, J. A. Benediktsson and J. Chanussot. European
Perspectives in Hyperspectral Data Analysis. IEEE
International Geoscience and Remote Sensing Symposium (IGARSS'07),
Barcelona, Spain, 2007 (pdf).
- J.
Nieke, F. Dell’Endice, A. Hüni, M. Kneubühler, D. Schläpfer, B.
Kötz, J. Schopfer, K.I. Itten and A. Plaza. Calibration and
Validation Activities in the Scope of HYPER-I-NET: The RSL
Approach. IEEE International Geoscience and Remote Sensing
Symposium (IGARSS'07), Barcelona, Spain, 2007 (pdf).
- A.
Plaza, J. Le Moigne and N.S. Netanyahu. Morphological Feature
Extraction for Automatic Registration of Multispectral Images.
IEEE International Geoscience and Remote Sensing Symposium
(IGARSS'07), Barcelona, Spain, 2007 (pdf).
- J.
Plaza, R. Perez, P. Martinez and A. Plaza. Joint
Linear/Nonlinear Spectral Unmixing of Hyperspectral Image Data.
IEEE International Geoscience and Remote Sensing Symposium
(IGARSS'07), Barcelona, Spain, 2007 (pdf).
- P.
Gamba, G. Trianni, J. Plaza and A. Plaza. Efficient Multi-Band
Texture Analysis for Remotely Sensed Data Interpretation in Urban
Areas. 4th IEEE GRSS/ISPRS Joint Workshop on Remote Sensing
and Data Fusion over Urban Areas (Urban'07), Paris, France, 2007 (pdf).
- A.
Plaza, J. Plaza and D. Valencia. Distributed Computing for
Efficient Hyperspectral Imaging Using Fully Heterogeneous Networks
of Workstations, IEEE International Conference on Distributed
Computing Systems (ICDCS), Lisbon, Portugal, 2006 (pdf).
- A.
Plaza. Parallel Morphological Processing of Hyperspectral Image
Data on Heterogeneous Networks of Computers. 20th IEEE
International Parallel & Distributed Processing Symposium
(IPDPS), Rhodes Island, Greece, 2006 (pdf).
- A.
Plaza, D. Valencia and J. Plaza. High-Performance Computing in
Remotely Sensed Hyperspectral Imaging: The Pixel Purity Index
Algorithm as a Case Study. 7th Workshop on Parallel and
Distributed Scientific and Egineering Computing (PDSEC), Rhodes
Island, Greece, 2006 (pdf).
- J.
Setoain, C. Tenllado, M. Prieto, D. Valencia, A. Plaza and J. Plaza.
Parallel Hyperspectral Image Processing on Commodity Grahics
Hardware. International Conference on Parallel Processing
(ICPP'2006). 8th Workshop on High Performance Scientific and
Engineering Computing (HPSEC), Columbus, OH, 2006 (pdf).
- D.
Valencia, A. Lastovetsky and A. Plaza. Design and Implementation
of a Parallel Heterogeneous Algorithm for Hyperspectral Image
Analysis Using HeteroMPI. 5th International Symposium on
Parallel and Distributed Computing (ISPDC), Timisoara, Romania, 2006
(pdf).
- J.
Plaza, R. Perez, A. Plaza, P. Martinez and D. Valencia. Parallel
Morphological/Neural Classification of Remote Sensing Images Using
Fully Heterogeneous and Homogeneous Commodity Clusters. IEEE
International Conference on Cluster Computing (Cluster'2006),
Barcelona, Spain, 2006 (pdf).
- A.
Plaza. Heterogeneous Computing in Remote Sensing Applications:
Current Trends and Future Perspectives. Fifth International
Workshop on Algorithms, Models and Tools for Parallel Computing on
Heterogeneous Networks (HeteroPar'06), Barcelona, Spain, 2006 (pdf).
- A.
Plaza, J. Plaza and D. Valencia. AMEEPAR: Parallel Morphological
Algorithm for Hyperspectral Image Classification in Heterogeneous
Networks of Workstations. Lecture Notes in Computer Science,
vol. 3391, pp. 888-891, ICCS 2006 (pdf).
- D.
Valencia and A. Plaza. FPGA-Based Compression of Hyperspectral
Imagery Using Spectral Unmixing and the Pixel Purity Index
Algorithm. Lecture Notes in Computer Science, vol. 3993, pp.
24-31, ICCS 2006 (pdf).
- A.
Plaza, C.-I Chang, J. Plaza and D. Valencia. Commodity Cluster
and Hardware-Based Massively Parallel Implementations of
Hyperspectral Image Analysis Algorithms. SPIE Defense and
Security Symposium, Orlando, USA, 2006 (pdf).
- A.
Plaza, J.A. Benediktsson, J. Boardman, J. Brazile, L. Bruzzone, G.
Camps-Valls, J. Chanussot, M. Fauvel, P. Gamba, J.A. Gualtieri, J.C.
Tilton and G. Trianni. Advanced Processing of Hyperspectral
Images, IEEE International Geoscience and Remote Sensing
Symposium (IGARSS'06), Denver, CO, 2006 (pdf).
- M.E.
Schaepman, R.O. Green, S. Ungar, B. Curtiss, J. Boardman, A. Plaza,
B.-C. Gao, R. Kokaly, J.R. Miller, S. Jacquemoud, E. Ben-Dor, R.
Clark, C. Davis, J. Dozier, D. Goodenough, D.A. Roberts and A.
Goetz. The Future of Imaging Spectroscopy - Prospective
Technologies and Applications, IEEE International Geoscience
and Remote Sensing Symposium (IGARSS'06), Denver, CO, 2006 (pdf).
- A.
Plaza, D. Valencia, J. Plaza, J. Sanchez-Testal, S. Muñoz and S.
Blazquez. Parallel Implementation of Hyperspectral Image
Analysis Algorithms, IEEE International Geoscience and Remote
Sensing Symposium (IGARSS'06), Denver, CO, 2006 (pdf).
- C.-I
Chang, M. Hsueh, F. Chaudhry, W. Liu, C.-C. Wu, G. Solyar and A.
Plaza. A Pyramid-Based Block of Skewers for Pixel Purity Index
for Endmember Extraction in Hyperspectral Imagery.
International Symposium on Spectral Sensing Research (ISSSR), Bar
Harbor, Maine, USA, 2006 (pdf).
- J.
Amoros, L. Gomez-Chova, A. Plaza, J. Plaza and J. Calpe. Sub-pixel
Cloud Masking in Remotely Sensed Hyperspectral Imagery Using
Linear and Nonlinear Spectral Mixture Analysis. Second
International Workshop on Recent Advances in Quantitative Remote
Sensing (RAQS), Valencia, Spain, 2006 (pdf).
- J.
Moreno, Asner, G., Bach, H., Belenguer, T , Bell, A.,
Buschmann, C., Calera, A., Calpe, J., Campbell, P., Cecchi, G.,
Colombo, R., Corp, L.A., Court, A., Cutter, M.A., Disney, M.,
Dudelzak, A., D'Urso, G., Fernandes, R., Flexas, J., Gege, P.,
Gielen, B., Gitelson, A., Gloor, E.U., Gower, J., Green, R.O., Hill,
J., Jacquemoud, S., Jia, L., Kneubühler, M., Laurila, T.,
Lewis, P., Lobb, D., Magnani, F., Maier, S.W., Marek, M.V.,
Martinez, A., Martinez-Cobo, P., Mazzinghi, P., Menenti, M., Merton,
R., Middleton, E, De Miguel, E., Miller, J., Mohammed, G., Milton,
E.J., Morales, F., Moya, I., Nedbal, L., Knorr, W., Ottlé, C., Olioso, A., Pace,
S., Palucci, A., Pedros, R., Peltoniemi, J., Peñuelas, J., Plaza, A.,
Polcher, J., Rascher, U., Reuter, R., Rosema, A., Roujean, J.-L.,
Saito, Y., Saugier, B., Schaepman, M., Serrano, J.B., Settle, J.J.,
Sierra, M., Sobrino, J., Stoll, M.-P., Bob Su, Z., Tobehn, C.,
Tremblay, N., Valcke, R., Verhoef, W., Veroustraete, F., Verstraete,
M., Zarco-Tejada, P. Fluorescence explorer (FLEX): An optimised
payload to map vegetation photosynthesis from space. 57th AIAA
International Astronautical Congress (IAC'06), vol. 3, pp.
2065-2074, 2006 (pdf).
- P.
Martinez, R. M. Perez, J. J. Merino, D. Valencia, A. Plaza and J.
Plaza. New Spatial/Spectral Multitemporal Endmember Extraction
Algorithms. ESA-EUSC Image Information Mining Workshop,
Madrid, Spain, 2006 (pdf).
- P.
Martinez, J. Merino, D. Valencia, R.M. Perez, A. Plaza and J. Plaza.
Parallel Computation of Forest Fires Using CHRIS Images. 4th
CHRIS Proba Workshop, ESA-ESRIN, Frascati, Italy, 2006 (pdf).
- D.
Valencia, A. Plaza, R.M. Perez, C. Cantero, P. Martinez and J.
Plaza. Parallel Endmember Extraction Techniques Applied to a
Self-Organizing Neural Network for Hyperspectral Image
Classification. Parallel Computing (ParCo), Malaga, Spain,
2005 (pdf).
- D.
Valencia, A. Plaza, P. Martinez and J. Plaza. On the Use of
Cluster Computing Architectures for Implementation of
Hyperspectral Analysis Algorithms. Proceedings of the 10th
IEEE Symposium on Computers and Communications (ISCC), pp. 995-1000,
Cartagena, Spain, 2005 (pdf).
- D.
Valencia, A. Plaza, M.A. Vega-Rodriguez and R. Perez, FPGA
Design and Implementation of a Fast Pixel Purity Index Algorithm
for Endmember Extraction in Hyperspectral Imagery. Optics East
2005, III Conference on Chemical and Biological Standoff Detection,
Boston, USA, 2005 (pdf).
- A.
Plaza, J. Sanchez-Testal, J. Plaza and D. Valencia. An
Experimental Evaluation of Endmember Generation Algorithms.
Optics East 2005, III Conference on Chemical and Biological Standoff
Detection, Boston, USA, 2005 (pdf).
- J.
Plaza, R. Perez, A. Plaza, P. Martinez and D. Valencia, Mapping
Oil Spills on Sea Water Using Spectral Mixture Analysis of
Hyperspectral Image Data. Optics East 2005, III Conference on
Chemical and Biological Standoff Detection, Boston, USA, 2005 (pdf).
- R.
Zurita-Milla, J.P.G.W. Clevers, M.E. Schaepman and A. Plaza, Enhanced
Sub-Pixel Land Cover Mapping Through an Effective Integration of
the Spatial, Spectral and Temporal Dimensions of MERIS Imagery.
9th International Symposium on Physical Measurements and Signature
in Remote Sensing, Beijing, China, 2005 (pdf).
- A.
Plaza, J. Le Moigne and N.S. Netanyahu, Automated Registration
of Multi-Temporal Images Using Morphological Region of Interest
Feature Extraction. Third International Workshop on the
Analysis of Multi-Temporal Remote Sensing Images, Biloxi,
Mississippi, USA, 2005 (html,
pdf).
- A.
Plaza, J. Plaza, D. Valencia and P. Martinez, Efficient
Information Extraction from Hyperspectral Imagery Using
Heterogeneous Networks of Workstations. IEEE International
Geoscience and Remote Sensing Symposium 2005, Seoul, South Korea,
2005 (pdf).
- A.
Plaza and J. C. Tilton, Automated Selection of Results in
Hierarchical Segmentations of Remotely Sensed Hyperspectral Images.
IEEE International Geoscience and Remote Sensing Symposium 2005,
Seoul, South Korea, 2005 (pdf).
- J.
Plaza, A. Plaza, R.M. Perez and P. Martinez, Automated
Generation of Semi-labeled Training Samples for Nonlinear Neural
Network-Based Abundance Estimation in Hyperspectral Data. IEEE
International Geoscience and Remote Sensing Symposium 2005, Seoul,
South Korea, 2005 (pdf).
- I.
Galkin, G. Khmyrov, A. Kozlov, B. Reinisch, J. C. Tilton and A.
Plaza, A Pre-Attentive Vision Model for Data Prospecting.
International Conference on Cybernetics, Information Technologies,
Systems, and Applications (CITSA), vol. 1, pp. 24-29, 2005 (pdf).
- A.
Plaza, P. Martinez, D. Valencia, I. Garcia and J.Plaza. On the
Use of Parallel Computing to Process Multichannel Imagery via
Extended Morphological Operations. Jornadas de Paralelismo.
Granada, Spain, 2005 (pdf).
- F.
Chaudhry, S. Chakravarty, A. Plaza and C.-I Chang. Design of Fast
Pixel Purity Index Algorithms for Endmember Extraction in
Hyperspectral Imagery. American Society for Photogrammetry and
Remote Sensing (ASPRS) Annual Conference. Baltimore, MD, USA, 2005 (pdf).
- A.
Plaza and C.-I Chang. An Improved N-FINDR Algorithm in
Implementation. SPIE Symposium on Defense and Security, XI
Conference on Algorithms and Technologies for Multispectral,
Hyperspectral and Ultraspectral Imagery. Orlando, FL, USA, 2005 (pdf).
- A.
Plaza and C.-I Chang. Fast Implementation of Pixel Purity Index
Algorithm. SPIE Symposium on Defense and Security, XI
Conference on Algorithms and Technologies for Multispectral,
Hyperspectral and Ultraspectral Imagery. Orlando, FL, USA, 2005 (pdf).
- C.-I
Chang, B. Ramakrishna, J. Wang, A. Plaza, H. Ren, C.-C. Chang, J.L.
Jensen and J.O. Jensen. FastICA-Based Spectral/Spatial
Hyperspectral Image Compression in Conjunction with Virtual
Dimensionality. SPIE Symposium on Defense and Security, XI
Conference on Algorithms and Technologies for Multispectral,
Hyperspectral and Ultraspectral Imagery. Orlando, FL, USA, 2005 (pdf).
- G.
Solyar, C.-I Chang and A. Plaza. Endmember Generation by
Projection Pursuit. SPIE Symposium on Defense and Security, XI
Conference on Algorithms and Technologies for Multispectral,
Hyperspectral and Ultraspectral Imagery. Orlando, FL, USA, 2005 (pdf).
- J.
Plaza, C.-I Chang, P. Martinez, R.M. Perez and A. Plaza. On the
Generation of Training Samples for Neural Network-Based Mixed
Pixel Classification. SPIE Symposium on Defense and Security,
XI Conference on Algorithms and Technologies for Multispectral,
Hyperspectral and Ultraspectral Imagery. Orlando, FL, USA, 2005 (pdf).
- J.C.
Jimenez-Muñoz, J.A. Sobrino, L. Guanter, J. Moreno, A. Plaza and P.
Martinez. Fractional Vegetation Cover Estimation from
CHRIS/PROBA Data. Third European Space Agency (ESA) Workshop
on CHRIS/Proba, Frascati, Italy, 2005 (pdf).
- M.
Hsueh, A. Plaza, J. Wang, S. Wang, W. Liu, C.-I Chang, J.L. Jensen,
J.O. Jensen, M.A. Odom, R. Hydutsky, H. Knapp and R. Yin.
Morphological Algorithms for Processing Tickets by Hand Held Assay.
Proceedings of SPIE, Chemical and Biological Standoff Detection II,
vol. 5584, pp. 221-229, 2004 (pdf).
- J.
Plaza, P. Martinez, A. Plaza and R.M. Perez, Nonlinear Neural
Network-based Mixture Model for Estimating the Concentration of
Nitrogen Salts in Turbid Inland Waters Using Hyperspectral Imagery.
Proceedings of SPIE, Chemical and Biological Standoff Detection II,
vol. 5584, pp. 165-173, 2004 (pdf).
- M.C.
Cantero, R.M. Perez, P. Martinez, P.L. Aguilar, J. Plaza and A.
Plaza, Analysis of the Behaviour of a Neural Network Model in
the Identification and Quantification of Hyperspectral Signatures
Applied to the Determination of Water Quality. Proceedings of
SPIE, Chemical and Biological Standoff Detection II, vol. 5584, pp.
174-185, 2004 (pdf).
- A.
Plaza, D. Valencia, P. Martinez and J. Plaza. Parallel
Implementation of Algorithms for Endmember Extraction from AVIRIS
Hyperspectral Imagery. XIII NASA/Jet Propulsion Laboratory
Airborne Earth Science Workshop. Pasadena, CA, USA, 2004 (pdf).
- J.
Plaza, P. Martinez, R.M. Perez and A. Plaza. Nonlinear Neural
Network Mixture Models for Fractional Abundance Estimation in
AVIRIS Hyperspectral Images. XIII NASA/Jet Propulsion
Laboratory Airborne Earth Science Workshop. Pasadena, CA, USA, 2004
(pdf).
- A.
Plaza, P. Martinez, R.M. Perez and J. Plaza. Hyperspectral Image
Analysis by Scale-orientation Morphological Profiles.
Proceedings of SPIE, Image and Signal Processing for Remote Sensing
IX, vol. 5238, pp. 432-439, 2004 (pdf).
- J.
Plaza, A. Plaza, P. Martinez, R.M. Perez. Nonlinear Mixture
Models for Analyzing Laboratory Simulated-Forest Hyperspectral
Data. Proceedings of SPIE, Image and Signal Processing for
Remote Sensing IX, vol. 5238, pp. 480-487, 2004 (pdf).
- A.
Plaza, P. Martinez, J. Plaza and R.M. Perez. Spatial/Spectral
Analysis of Hyperspectral Image Data. IEEE Workshop on
Advances in Techniques for Analysis of Remotely Sensed Data. An
Honorary Workshop for Prof. David A. Landgrebe. NASA/Goddard Space
Flight Center, Greenbelt, Maryland, USA, 2003 (pdf).
- A.
Plaza, P. Martinez, J. Plaza and R.M. Perez. Parallel
Implementation of Algorithms for Standoff Detection in
Hyperspectral Imagery. Proceedings of SPIE, Chemical and
Biological Standoff Detection I, 2003 (pdf).
- A.
Plaza. Extended Morphological Profiles for Hyperspectral Image
Analysis on Parallel Computers. Neural Information Processing
Systems Conference, Special Session on Hyperspectral Remote Sensing
and Machine Learning, Vancouver, Canada, 2003 (pdf).
- A.
Plaza, P. Martinez, R.M. Perez and J. Plaza. A New Method for
Target Detection in Hyperspectral Imagery Based on Extended
Morphological Profiles. IEEE International Geoscience and
Remote Sensing Symposium, Toulouse, France, 2003 (pdf).
- J.
Plaza, A. Plaza, P.Martinez and R.M. Perez. H-COMP: A Tool for
Quantitative and Comparative Analysis of Endmember Identification
Algorithms. IEEE International Geoscience and Remote Sensing
Symposium, Toulouse, France, 2003 (pdf).
- J.
Plaza, P. Martinez, A. Plaza and R.M. Perez, Quantifying the
Impact of Spatial Resolution on Endmember Extraction from
Hyperspectral Imagery. Proceedings Third EARSeL Workshop on
Imaging Spectroscopy, Herrsching, Germany, pp. 117-125, 2003 (pdf).
- P.
Martinez, J. Plaza, M.C. Cantero, A. Plaza, R.M. Perez, A. Atkinson
and J. Ballel, Test Image to Validate Endmember Extraction and
Hyperspectral Unmixing Algorithms. Proceedings Third EARSeL
Workshop on Imaging Spectroscopy, Herrsching, Germany, pp. 106-114,
2003 (pdf).
- A.
Plaza, P. Martinez, R.M. Perez and J. Plaza. A Comparative
Analysis of Endmember Extraction Algorithms Using AVIRIS
Hyperspectral Data. XI NASA/Jet Propulsion Laboratory Airborne
Earth Science Workshop. Pasadena, CA, USA, 2002 (pdf).
- P.L.
Aguilar, R.M. Perez, P. Martinez and A. Plaza. Automatic
Neuro-Hyperspectral Unmixing. Third International Conference
on Management Information Systems Incorporating GIS and Remote
Sensing. Halkidiki, Greece, 2002 (pdf).
- A.
Plaza, P. Martinez, J.A. Gualtieri and R.M. Perez. Automated
Identification of Endmembers from Hyperspectral Images Using
Mathematical Morphology. Proceedings of SPIE, Image and Signal
Processing for Remote Sensing VII, vol. 4541, pp. 278-286, 2002 (html,
pdf).
- A.
Plaza, P. Martinez, J.A. Gualtieri and R.M. Perez, Spatial/Spectral
Identification of Endmembers from AVIRIS Data Using Mathematical
Morphology. Proceedings of the Tenth JPL Airborne Earth
Science Workshop, JPL Publication 02-1, pp. 309-320, 2001 (pdf).
- P.
Martinez, J.A. Gualtieri, P.L. Aguilar, R.M. Perez, M. Linaje., J.C.
Preciado and A. Plaza, Hyperspectral Image Classification Using
a Self-Organizing Map. Proceedings of the Tenth JPL Airborne
Earth Science Workshop, JPL Publication 02-1, pp. 267-274, 2001 (pdf).
- P.
Martinez, P.L. Aguilar, R.M. Perez, M. Linaje, J.C. Preciado, A.
Plaza. Self-Organizing Map for Hyperspectral Image Analysis,
Lecture Notes in Computer Science, vol. 2085, pp. 208-218, IWANN
2001 (pdf)
[IF(2001)=0.415].
- P.L.
Aguilar, A. Plaza, P. Martinez and R.M. Perez, Endmember
Extraction by a Self-Organizing Neural Network on Hyperspectral
Images. VI International Conference on Automation, Robotics,
Control and Vision (ICARCV). Singapore, 2000 (pdf).
- A.
Plaza, E. Cernadas, M.L. Duran, P.G. Rodriguez and M.J. Petron. Multi-Scale
Detection of Curvilinear Structures with High Contour Accuracy.
V Iberoamerican Symposium on Pattern Recognition (SIARP). Lisbon,
Portugal, 2000 (pdf).
- M.L.
Duran, A. Caro, E. Cernadas, A. Plaza and M.J. Petron. A Fuzzy
Schema to Evaluate Fat Content in Iberian Pig Meat Images. V
Iberoamerican Symposium on Pattern Recognition (SIARP). Lisbon,
Portugal, 2000.
- E.
Cernadas, A. Plaza, P.G. Rodriguez, M.L. Duran, J. Hernandez, T.
Antequera, R. Gallardo and D. Villa. Estimation of Dry-Cured
Iberian Ham Quality Using Magnetic Resonance Imaging. V
International Conference on Applications of Magnetic Resonance in
Food Science. Aveiro, Portugal, 2000 (pdf).
- A.
Plaza, E. Cernadas, M.L. Duran and M.J. Petron. Fitting Contours
of Marbling in Iberian Ham Images. XI Portuguese Conference on
Pattern Recognition (RECPAD). Oporto, Portugal, 2000 (pdf).
- A.
Plaza, E. Cernadas, M.L. Duran, J.M. Sanchez and M.J. Petron. Recognizing
Marbling in Iberian Ham. Third International Conference on
Computer Vision, Pattern Recognition and Image Processing (CVPRIP).
Atlantic City, NJ, USA, 2000 (pdf).
- M.L.
Duran, E. Cernadas, A. Plaza, J.M. Sanchez and M.J. Petron. Could
Machine Vision Replace Chemical Procedure to Evaluate Fat Content
in Iberian Pig Meat? An Experimental Study. Third
International Conference on Computer Vision, Pattern Recognition and
Image Processing (CVPRIP). Atlantic City, NJ, USA, 2000 (pdf).
- A.
Plaza, E. Cernadas, M.L. Duran, J.M. Sanchez and T. Antequera. Directional
Morphological Operators to Detect Fat Streaks in Iberian Ham.
VIII Spanish Symposium on Pattern Recognition and Image Analisis
(SNRFAI). Bilbao, Spain, 1999 (pdf).
- M.L.
Duran, E. Cernadas, A. Plaza, J.M. Sanchez and M.J. Petron. Comparative
Study of Segmentation Techniques to Evaluate Fat-Level in Iberian
Ham. VIII Spanish Symposium on Pattern Recognition and Image
Analisis (SNRFAI). Bilbao, Spain, 1999.
- P.
G. Rodriguez, L. Gomez, R. G. Carrion, E. Cernadas, A. Plaza
and J. J. Vidal. A MiniPACS Design for the Viewing of Digital
Mammographies. 16th Annual Meeting of the EuroPACS
Association. Barcelona, Spain, 1998 (pdf).
- J.L.
Gonzalez, A. Gazo, A. Plaza and A. Silva. Multimedia Virtual
Classroom. XVIII International Conference of the Chilean
Computer Science Society. Antofagasta, Chile, 1998 (pdf).
Patents
and Disclosures of Invention (2):
- C.-I
Chang and A. Plaza. Fast Pixel Purity Index (FPPI) algorithm,
Disclosure of invention filed with University of Maryland Baltimore
County (UMBC), November 29, 2004.
- A.
Plaza, P. Martinez, R.M. Perez and P.L. Aguilar. Automated
Morphological Endmember Extraction (AMEE) algorithm, Spanish
Patent No.: M-007569/2003.
Papers
in Spanish (27):
- J.
A. Gallardo, M. E. Paoletti, J. M. Haut, J. Plaza and A. Plaza. Nueva
implementación paralela en GPUs del algoritmo pLSA para
desmezclado de imágenes hiperespectrales. Jornadas SARTECO,
Cáceres, Spain, 2019.
- M.
Blanco, M. E. Paoletti, J. M. Haut, J. Plaza and A. Plaza. Una
nueva plataforma social para el procesamiento de imágenes
hiperespectrales de manera masiva. Jornadas SARTECO, Cáceres,
Spain, 2019.
- A.
Maffei, M. E. Paoletti, J. M. Haut, J. Plaza, L. Bruzzone y A.
Plaza. Una única arquitectura neuronal profunda para eliminar
ruido en imágenes hiperespectrales. Jornadas SARTECO, Cáceres,
Spain, 2019.
- Delgado,
L. I. Jimenez, G. Martin, S. Sanchez, J. Plaza and A. Plaza. Nueva
implementación paralela en GPUs para la extracción de firmas
espctrales puras con información espacial y espectral.
Jornadas SARTECO, Congreso Español de Informática (CEDI'2016),
Salamanca, Spain, 2016.
- J.
M. Haut, M. Paoletti, J. Plaza and A. Plaza. Evaluación
de rendimiento de una implementación Cloud para un clasificador
neuronal aplicado a imágenes hiperespectrales.
Jornadas
SARTECO Congreso Español de Informática (CEDI'2016),
Salamanca, Spain, 2016.
- J.
M. Molero, E. M. Garzon, I. Garcia, E. S. Quintana-Orti y A. Plaza.
Solución de múltiples sistemas lineales en GPUs. Jornadas
SARTECO, Congreso Español de Informática (CEDI'2013), Madrid, Spain,
2013.
- S.
Sanchez y A. Plaza. Implementación paralela del
algoritmo Pixel Purity Index para análisis hiperespectral en GPUs.
Jornadas de Paralelismo, Congreso Español de Informática
(CEDI'2010), Valencia, Spain, 2010.
- A.
Paz y A. Plaza. Clusters frente a GPUs para detección
automática de objetivos en imágenes hiperespectrales de la
superficie terrestre. Jornadas de Paralelismo, Congreso
Español de Informática (CEDI'2010), Spain, 2010.
- C.
Gonzalez, D. Mozos, J. Resano y A. Plaza. Implementación en FPGA
del algoritmo Pixel Purity Index para el análisis de imágenes
hiperespectrales en teledetección. Jornadas de Computación
Reconfigurable y Aplicaciones, Congreso Español de Informática
(CEDI'2010), Valencia, Spain, 2010.
- A.
Atkinson, B. Calzas y A. Plaza. GExMap 1.0: aplicación gratuita
para el intercambio de datos de navegadores GPS y visualización
mediante Google Maps. Congreso Internacional Conjunto XXI
Ingegraf XVII ADM, Lugo, Spain, 2009.
- S.
Blazquez, S. Muñoz, A. Plaza, P. Martinez y A. Paz. Implementación
paralela y validación preliminar de un nuevo algoritmo para
detectar targets en imágenes hiperespectrales. Jornadas de
Paralelismo, Zaragoza, Spain, 2007.
- D.
Valencia and A. Plaza. Diseño e implementación de un algoritmo
heterogéneo paralelo para el análisis de imágenes hiperespectrales.
Jornadas de Paralelismo, Albacete, Spain, 2006.
- J.
Setoain, C. Tenllado, M. Prieto, A. Plaza, D. Valencia, J. Plaza. Procesamiento
paralelo de imágenes hiperespectrales utilizando unidades de
procesamiento gráfico domésticas. Jornadas de Paralelismo,
Albacete, Spain, 2006.
- D.
Valencia, A. Plaza, M. A. Vega-Rodriguez and R. M. Perez. Diseño
e implementación del algoritmo Fast Pixel Purity Index para la
extracción de endmembers de imágenes hiperespectrales utilizando
FPGAs. Workshop on Reconfigurable Computing and Applications
(JCRA 2006), Cáceres, Spain, 2006.
- J.
Amoros, P. Martinez, A. Plaza, L. Gomez-Chova, J. Calpe, Comparativa
de algoritmos de extracción de endmembers aplicados a detección de
nubes. Congreso Nacional de Teledetección. Las Palmas de Gran
Canaria, Spain, 2005.
- A.
Plaza, D. Valencia, P. Martinez, Procesamiento de imágenes
hiperespectrales en computadores paralelos. Jornadas de
Paralelismo. Almería, Spain, 2004.
- A.
Plaza, P. Martinez, R.M. Perez, P.L. Aguilar, M.C. Cantero, Algoritmos
de selección de endmembers en imágenes hiperespectrales.
Congreso Nacional de Teledetección. Cáceres, Spain, 2003.
- J.
Plaza, A. Plaza, P. Martinez, R.M. Perez, M.C. Cantero, H-COMP:
Una herramienta para la comparación de algoritmos de extracción de
endmembers. Congreso Nacional de Teledetección. Cáceres,
Spain, 2003.
- R.M.
Perez, A. Plaza, P. Martinez, J. Plaza, P.L. Aguilar, Arrays de
Sistólicos como Soporte al Análisis de Imágenes Hiperespectrales
en Tiempo Real. Jornadas de Paralelismo. Lleida, Spain, 2002.
- P.
Martinez, P. Aguilar, A. Plaza, M. Linaje, J.C. Preciado, R.M.
Perez. Clasificación no supervisada de imágenes hiperespectrales
utilizando redes neuronales auto-organizativas. Congreso
Nacional de Teledetección. Lleida, Spain, 2001.
- R.M.
Perez, P. Martinez, P.L. Aguilar, A. Plaza, A. Sanchez, J. Plaza, Aplicación
adaptativa basada en computación neuronal para ayuda a la
comunicación con el ordenador de usuarios discapacitados.
Congreso Virtual Derecho y Discapacidad en el Nuevo Milenio.
Badajoz, Spain, 2002.
- A.
Plaza, E. Cernadas, M.L. Duran, J. M. Sanchez, M.J. Petron. Detección
automática de vetas de grasa en jamón ibérico. Jornadas de
Automática. Madrid, Spain, 1998.
- M.L.
Duran, A. Plaza, E. Cernadas, J. M. Sanchez y M.J. Petron. Determinación
del nivel de grasa en jamón ibérico utilizando visión artificial.
Jornadas de Automática. Madrid, Spain, 1998.
- A.
Plaza, E. Cernadas, M.L. Duran, J. M. Sanchez, T. Antequera. Identificación
del veteado en jamón ibérico utilizando técnicas de procesado
digital de imágenes. Jornadas de Informática. Las Palmas de
Gran Canaria, Spain, 1998.
- A.
Plaza, C.A. Ramos, A. Gazo, J.L. Gonzalez. Servicio Aula Virtual
de la Escuela Politécnica de Cáceres. Jornadas de Informática.
Las Palmas de Gran Canaria, Spain, 1998.
- M.
Sanchez, P.J. Rocha, A. Pastor, J.L. Gonzalez, A. Plaza. SIPEP,
una demostración del potencial de la tecnología Web aplicada a los
sistemas de información. Jornadas de Informática. Las Palmas
de Gran Canaria, Spain, 1998.
- A.
Gazo, A. Plaza, J.L. Gonzalez, A. Silva. Aula virtual,
Extensiones multimedia. Congreso Universitario de Innovación
Educativa en las Enseñanzas Técnicas. Las Palmas de Gran Canaria,
Spain, 1998.
PhD
Dissertation
(1):
- A.
Plaza. Proposición, validación y prueba de una metodología
morfológica para el análisis de datos hiperespectrales que integra
información espacial y espectral. Universidad de
Extremadura, 2002 (pdf).
Nota de prensa sobre la tesis (html).
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