Standout Papers

Graph Convolutional Networks for Hyperspectral Image Classification 2020 2026 2022 20241.3k
  1. Graph Convolutional Networks for Hyperspectral Image Classification (2020)
    Danfeng Hong, Lianru Gao et al. IEEE Transactions on Geoscience and Remote Sensing
  2. More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification (2020)
    Danfeng Hong, Lianru Gao et al. IEEE Transactions on Geoscience and Remote Sensing
  3. SpectralFormer: Rethinking Hyperspectral Image Classification with\n Transformers (2021)
    Danfeng Hong, Zhu Han et al. arXiv (Cornell University)
  4. UIU-Net: U-Net in U-Net for Infrared Small Object Detection (2022)
    Xin Wu, Danfeng Hong et al. IEEE Transactions on Image Processing
  5. SpectralGPT: Spectral Remote Sensing Foundation Model (2024)
    Danfeng Hong, Bing Zhang et al. IEEE Transactions on Pattern Analysis and Machine Intelligence
  6. Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks (2023)
    Danfeng Hong, Bing Zhang et al. Remote Sensing of Environment
  7. Deep learning in multimodal remote sensing data fusion: A comprehensive review (2022)
    Jiaxin Li, Danfeng Hong et al. International Journal of Applied Earth Observation and Geoinformation
  8. Classification of Hyperspectral and LiDAR Data Using Coupled CNNs (2020)
    Renlong Hang, Li Zhu et al. IEEE Transactions on Geoscience and Remote Sensing
  9. Multimodal Fusion Transformer for Remote Sensing Image Classification (2023)
    Swalpa Kumar Roy, Danfeng Hong et al. IEEE Transactions on Geoscience and Remote Sensing
  10. Convolutional Neural Networks for Multimodal Remote Sensing Data Classification (2021)
    Xin Wu, Danfeng Hong et al. IEEE Transactions on Geoscience and Remote Sensing
  11. Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification (2020)
    Danfeng Hong, Xin Wu et al. IEEE Transactions on Geoscience and Remote Sensing
  12. Hyperspectral Image Classification—Traditional to Deep Models: A Survey for Future Prospects (2021)
    Muhammad Ahmad, Sidrah Shabbir et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  13. Extended Vision Transformer (ExViT) for Land Use and Land Cover Classification: A Multimodal Deep Learning Framework (2023)
    Jing Yao, Bing Zhang et al. IEEE Transactions on Geoscience and Remote Sensing
  14. Progress and Challenges in Intelligent Remote Sensing Satellite Systems (2022)
    Bing Zhang, Yuanfeng Wu et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  15. LRR-Net: An Interpretable Deep Unfolding Network for Hyperspectral Anomaly Detection (2023)
    Chenyu Li, Bing Zhang et al. IEEE Transactions on Geoscience and Remote Sensing
  16. Multimodal remote sensing benchmark datasets for land cover classification with a shared and specific feature learning model (2021)
    Danfeng Hong, Jingliang Hu et al. ISPRS Journal of Photogrammetry and Remote Sensing
  17. Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing (2021)
    Danfeng Hong, Lianru Gao et al. IEEE Transactions on Neural Networks and Learning Systems
  18. Deep Learning for Unmanned Aerial Vehicle-Based Object Detection and Tracking: A survey (2021)
    Xin Wu, Wei Li et al. IEEE Geoscience and Remote Sensing Magazine
  19. Multi-feature fusion: Graph neural network and CNN combining for hyperspectral image classification (2022)
    Yao Ding, Zhili Zhang et al. Neurocomputing
  20. Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion (2023)
    Danfeng Hong, Jing Yao et al. IEEE Transactions on Geoscience and Remote Sensing
  21. FCCDN: Feature constraint network for VHR image change detection (2022)
    Pan Chen, Bing Zhang et al. ISPRS Journal of Photogrammetry and Remote Sensing
  22. CasFormer: Cascaded transformers for fusion-aware computational hyperspectral imaging (2024)
    Chenyu Li, Bing Zhang et al. Information Fusion
  23. Multi-scale receptive fields: Graph attention neural network for hyperspectral image classification (2023)
    Yao Ding, Zhili Zhang et al. Expert Systems with Applications
  24. PSRT: Pyramid Shuffle-and-Reshuffle Transformer for Multispectral and Hyperspectral Image Fusion (2023)
    Liang-Jian Deng, Xiao Wu et al. IEEE Transactions on Geoscience and Remote Sensing
  25. Pan-Mamba: Effective pan-sharpening with state space model (2024)
    Jie Zhang, Keyu Yan et al. Information Fusion
  26. A General Spatial-Frequency Learning Framework for Multimodal Image Fusion (2024)
    Man Zhou, Jie Huang et al. IEEE Transactions on Pattern Analysis and Machine Intelligence

Immediate Impact

68 standout
Sub-graph 1 of 17

Citing Papers

MSFMamba: Multiscale Feature Fusion State Space Model for Multisource Remote Sensing Image Classification
2025 Standout
Oil Spill Drift Prediction Enhanced by Correcting Numerically Forecasted Sea Surface Dynamic Fields With Adversarial Temporal Convolutional Networks
2025 Standout

Works of Danfeng Hong being referenced

Local aggregation and global attention network for hyperspectral image classification with spectral-induced aligned superpixel segmentation
2023
Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks
2023 Standout
and 7 more

Author Peers

Author Last Decade Papers Cites
Danfeng Hong 9233 5146 3733 222 13.6k
Lianru Gao 8196 3702 3706 207 10.8k
Bing Zhang 7195 3280 3502 249 11.5k
Pedram Ghamisi 10633 4351 6253 229 16.2k
Xiuping Jia 9151 3936 5166 275 12.6k
Bo Du 10498 6903 5461 468 18.3k
Wei Li 11575 5965 5608 542 17.4k
Gong Cheng 7506 9471 1863 152 14.0k
Yanfei Zhong 7724 4023 3942 321 11.4k
Lefei Zhang 5119 3928 2549 150 8.6k
José M. Bioucas‐Dias 13166 6907 5897 143 18.4k

All Works

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Rankless by CCL
2026