Standout Papers

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regressio... 2009 2026 2014 2020 1.7k
  1. Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches (2012)
    José M. Bioucas‐Dias, Antonio Plaza et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  2. Hyperspectral Remote Sensing Data Analysis and Future Challenges (2013)
    José M. Bioucas‐Dias, Antonio Plaza et al. IEEE Geoscience and Remote Sensing Magazine
  3. Graph Convolutional Networks for Hyperspectral Image Classification (2020)
    Danfeng Hong, Lianru Gao et al. IEEE Transactions on Geoscience and Remote Sensing
  4. Recent advances in techniques for hyperspectral image processing (2009)
    Antonio Plaza, Jón Atli Benediktsson et al. Remote Sensing of Environment
  5. SpectralFormer: Rethinking Hyperspectral Image Classification with\n Transformers (2021)
    Danfeng Hong, Zhu Han et al. arXiv (Cornell University)
  6. Deep learning classifiers for hyperspectral imaging: A review (2019)
    Mercedes E. Paoletti, Juan M. Haut et al. ISPRS Journal of Photogrammetry and Remote Sensing
  7. Sparse Unmixing of Hyperspectral Data (2011)
    Marian-Daniel Iordache, José M. Bioucas‐Dias et al. IEEE Transactions on Geoscience and Remote Sensing
  8. Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art (2017)
    Pedram Ghamisi, Naoto Yokoya et al. IEEE Geoscience and Remote Sensing Magazine
  9. Land Surface Emissivity Retrieval From Different VNIR and TIR Sensors (2008)
    José A. Sobrino, Juan C. Jiménez‐Muñoz et al. IEEE Transactions on Geoscience and Remote Sensing
  10. Spectral–Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields (2011)
    Jun Li, José M. Bioucas‐Dias et al. IEEE Transactions on Geoscience and Remote Sensing
  11. Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing (2012)
    Marian-Daniel Iordache, José M. Bioucas‐Dias et al. IEEE Transactions on Geoscience and Remote Sensing
  12. Advanced Spectral Classifiers for Hyperspectral Images: A review (2017)
    Pedram Ghamisi, Javier Plaza et al. IEEE Geoscience and Remote Sensing Magazine
  13. A new deep convolutional neural network for fast hyperspectral image classification (2017)
    Mercedes E. Paoletti, Juan M. Haut et al. ISPRS Journal of Photogrammetry and Remote Sensing
  14. SpectralGPT: Spectral Remote Sensing Foundation Model (2024)
    Danfeng Hong, Bing Zhang et al. IEEE Transactions on Pattern Analysis and Machine Intelligence
  15. Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification (2018)
    Mercedes E. Paoletti, Juan M. Haut et al. IEEE Transactions on Geoscience and Remote Sensing
  16. Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation (2015)
    Yang Xu, Zebin Wu et al. IEEE Transactions on Geoscience and Remote Sensing
  17. Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning (2010)
    Jun Li, José M. Bioucas‐Dias et al. IEEE Transactions on Geoscience and Remote Sensing
  18. Generalized Composite Kernel Framework for Hyperspectral Image Classification (2013)
    Jun Li, Prashanth Marpu et al. IEEE Transactions on Geoscience and Remote Sensing
  19. Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval (2022)
    Yuxi Sun, Yunming Ye et al. IEEE Transactions on Geoscience and Remote Sensing
  20. Big Data for Remote Sensing: Challenges and Opportunities (2016)
    Mingmin Chi, Antonio Plaza et al. Proceedings of the IEEE
  21. BockNet: Blind-Block Reconstruction Network With a Guard Window for Hyperspectral Anomaly Detection (2023)
    Degang Wang, Lina Zhuang et al. IEEE Transactions on Geoscience and Remote Sensing
  22. Collaborative Sparse Regression for Hyperspectral Unmixing (2013)
    Marian-Daniel Iordache, José M. Bioucas‐Dias et al. IEEE Transactions on Geoscience and Remote Sensing
  23. Multimodal Fusion Transformer for Remote Sensing Image Classification (2023)
    Swalpa Kumar Roy, Danfeng Hong et al. IEEE Transactions on Geoscience and Remote Sensing
  24. Spectral–Spatial Morphological Attention Transformer for Hyperspectral Image Classification (2023)
    Swalpa Kumar Roy, Chiranjibi Shah et al. IEEE Transactions on Geoscience and Remote Sensing
  25. A hybrid ensemble-based deep-learning framework for landslide susceptibility mapping (2022)
    Tao Chen, Jie Dou et al. International Journal of Applied Earth Observation and Geoinformation
  26. BS3LNet: A New Blind-Spot Self-Supervised Learning Network for Hyperspectral Anomaly Detection (2023)
    Lianru Gao, Degang Wang et al. IEEE Transactions on Geoscience and Remote Sensing
  27. Hyperspectral Image Classification Using Groupwise Separable Convolutional Vision Transformer Network (2024)
    Zhuoyi Zhao, Xiang Xu et al. IEEE Transactions on Geoscience and Remote Sensing
  28. GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification (2024)
    Mengying Jiang, Yuanchao Su et al. IEEE Transactions on Geoscience and Remote Sensing
  29. Sliding Dual-Window-Inspired Reconstruction Network for Hyperspectral Anomaly Detection (2024)
    Degang Wang, Lina Zhuang et al. IEEE Transactions on Geoscience and Remote Sensing
  30. DAAN: A Deep Autoencoder-Based Augmented Network for Blind Multilinear Hyperspectral Unmixing (2024)
    Yuanchao Su, Lianru Gao et al. IEEE Transactions on Geoscience and Remote Sensing

Immediate Impact

13 from Science/Nature 154 standout
Sub-graph 1 of 17

Citing Papers

Hyperspectral Imaging and Deep Learning for Quality and Safety Inspection of Fruits and Vegetables: A Review
2025 Standout
A General Spatial-Frequency Learning Framework for Multimodal Image Fusion
2024 Standout
17 intermediate papers

Works of Antonio Plaza being referenced

Mun-GAN: A Multiscale Unsupervised Network for Remote Sensing Image Pansharpening
2023
Morphological Convolutional Neural Networks for Hyperspectral Image Classification
2021
and 38 more

Author Peers

Author Last Decade Papers Cites
Antonio Plaza 26309 14544 9903 539 33.8k
Jocelyn Chanussot 24582 9178 13289 467 31.7k
Qian Du 21942 11079 9219 565 28.4k
Jón Atli Benediktsson 21844 13973 7495 339 29.1k
Lorenzo Bruzzone 21412 13331 7246 680 32.1k
Liangpei Zhang 27552 13672 17449 684 43.6k
Bo Du 10498 5461 6903 468 18.3k
Jun Li 10711 6158 4563 570 16.7k
Gustau Camps‐Valls 8681 6961 3200 309 22.7k
Licheng Jiao 12525 4912 13086 1.5k 35.1k
Wei Li 11575 5608 5965 542 17.4k

All Works

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2026