PUBLICATIONS OF ANTONIO J. PLAZA

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Journal Papers (334):

  1. 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).
  2. 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, accepted for publication, 2021 (pdf) [IF(2019)=17.861].
  3. 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, accepted for publication, 2021 (pdf) [IF(2019)=11.079].
  4. 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, accepted for publication, 2021 (pdf) [IF(2019)=10.252].
  5. 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, accepted for publication, 2021 (pdf) [IF(2019)=8.793].
  6. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.8555].
  7. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.8555].
  8. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.8555].
  9. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.8555].
  10. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.855].
  11. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.855].
  12. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.855].
  13. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.855].
  14. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.855].
  15. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.855].
  16. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.855].
  17. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.855].
  18. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.855].
  19. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.855].
  20. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.855].
  21. 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, accepted for publication, 2021 (pdf) [IF(2019)=5.855].
  22. 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.