PUBLICATIONS
OF
ANTONIO J. PLAZA
As of September 13, 2022 this
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for updated information
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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)