PUBLICATIONS OF ANTONIO J. PLAZA

As of September 13, 2022 this website is no longer maintained - see http://sites.google.com/view/antonioplaza for updated information

This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

Journal Papers (376):

  1. 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].
  2. 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].
  3. 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].
  4. 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].
  5. 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].
  6. 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].
  7. 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].
  8. 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].
  9. 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].
  10. 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].
  11. 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].
  12. 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].
  13. 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].
  14. 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].
  15. 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].
  16. 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].
  17. 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].
  18. 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].
  19. 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].
  20. 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].
  21. 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].
  22. 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].
  23. 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].
  24. 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].
  25. 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].
  26. 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].
  27. 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].
  28. 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].
  29. 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].
  30. 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)