Danfeng Hong
Active 2009–2026
- 270
- Papers
- 23,885
- Citations
- 70
- h-index
- 184
- i10-index
Citations
Citation sources
Countries
Institutions
Fields
- Engineering60.6%
- Computer Science24.2%
- Environmental Science5.1%
- Earth and Planetary Sciences2.7%
- Medicine1.3%
- Social Sciences1%
- Other5.1%
Topics
- Remote-Sensing Image Classification18.4%
- Advanced Image Fusion Techniques10.4%
- Remote Sensing and Land Use6.9%
- Advanced Image and Video Retrieval Techniques3.6%
- Advanced Neural Network Applications3.3%
- Image and Signal Denoising Methods3.2%
- Other54.2%
Coauthors
All papers
- UIU-Net: U-Net in U-Net for Infrared Small Object Detection
Authors: Xin Wu, Danfeng Hong, Jocelyn Chanussot - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2022 cited by 897
- Graph Convolutional Networks for Hyperspectral Image Classification
Authors: Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2020 cited by 1,643
- More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification
Authors: Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2020 cited by 1,314
- Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review
Authors: Jiaxin Li, Danfeng Hong, Lianru Gao, Jing Yao, Ke Zheng, Bing Zhang, Jocelyn Chanussot - International Journal of Applied Earth Observation and Geoinformation, Int. J. Appl. Earth Obs. Geoinformation 2022 cited by 571
- An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing
Authors: Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2018 cited by 926
- Extended Vision Transformer (ExViT) for Land Use and Land Cover Classification: A Multimodal Deep Learning Framework
Authors: Jing Yao, Bing Zhang, Chenyu Li, Danfeng Hong, Jocelyn Chanussot - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2023 cited by 348
- Artificial intelligence for geoscience: Progress, challenges, and perspectives
Authors: Tianjie Zhao, Sheng Wang, Chaojun Ouyang, Min Chen, Chenying Liu, Jin Zhang, Yu Long, Fei Wang, Yong Xie, Jun Li, Wang Fang, Sabine Grunwald, Bryan M. Wong, Fan Zhang, Zhen Qian, Yongjun Xu, Chengqing Yu, Wei Han, Tao Sun, Zezhi Shao, Tangwen Qian, Zhao Chen, Jiangyuan Zeng, Huai Zhang, Husi Letu, Bing Zhang, Li Wang, Lei Luo, Chong Shi, Hongjun Su, Hongsheng Zhang, Shuai Yin, Ni Huang, Wei Zhao, Nan Li, Chaolei Zheng, Yang Zhou, Changping Huang, Defeng Feng, Qingsong Xu, Yan Wu, Danfeng Hong, Zhenyu Wang, Yinyi Lin, Tangtang Zhang, Prashant Kumar, Antonio Plaza, Jocelyn Chanussot, Jiabao Zhang, Jiancheng Shi, Lizhe Wang, Lizhe Wang, Lizhe Wang - The Innovation 2024 cited by 322
- Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects
Authors: Muhammad Ahmad, Sidrah Shabbir, Swalpa Kumar Roy, Danfeng Hong, Xin Wu, Jing Yao, Adil Khan, Manuel Mazzara, Salvatore Distefano, Jocelyn Chanussot - IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2021 cited by 396
- LRR-Net: An Interpretable Deep Unfolding Network for Hyperspectral Anomaly Detection
Authors: Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2023 cited by 255
- Convolutional Neural Networks for Multimodal Remote Sensing Data Classification
Authors: Xin Wu, Danfeng Hong, Jocelyn Chanussot - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2021 cited by 368
- Classification of Hyperspectral and LiDAR Data Using Coupled CNNs
Authors: Renlong Hang, Li Zhu, Pedram Ghamisi, Danfeng Hong, Guiyu Xia, Qingshan Liu - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2020 cited by 427
- Progress and Challenges in Intelligent Remote Sensing Satellite Systems
Authors: Bing Zhang, Yuanfeng Wu, Boya Zhao, Jocelyn Chanussot, Danfeng Hong, Jing Yao, Lianru Gao - IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2022 cited by 402
- Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion
Authors: Danfeng Hong, Jing Yao, Chenyu Li, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2023 cited by 186
- Pan-Mamba: Effective pan-sharpening with state space model
Authors: Xuanhua He, Ke Cao, Jie Zhang, Keyu Yan, Yingying Wang, Rui Li, Chengjun Xie, Danfeng Hong, Man Zhou - Information Fusion, Inf. Fusion 2024 cited by 177
- CasFormer: Cascaded transformers for fusion-aware computational hyperspectral imaging
Authors: Chenyu Li, Bing Zhang, Danfeng Hong, Jun Zhou, Gemine Vivone, Shutao Li, Jocelyn Chanussot - Information Fusion, Inf. Fusion 2024 cited by 163
- Deep Learning for Unmanned Aerial Vehicle-Based Object Detection and Tracking: A survey
Authors: Xin Wu, Wei Li, Danfeng Hong, Ran Tao, Qian Du - IEEE Geoscience and Remote Sensing Magazine 2021 cited by 328
- Deep Encoder-Decoder Networks for Classification of Hyperspectral and LiDAR Data
Authors: Danfeng Hong, Lianru Gao, Renlong Hang, Bing Zhang, Jocelyn Chanussot - IEEE Geoscience and Remote Sensing Letters, IEEE Geosci. Remote. Sens. Lett. 2020 cited by 250
- Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification
Authors: Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Danfeng Hong, Jocelyn Chanussot - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2022 cited by 178
- SpectralGPT: Spectral Remote Sensing Foundation Model
Authors: Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot - IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Trans. Pattern Anal. Mach. Intell. 2024 cited by 711
- Deep Unsupervised Blind Hyperspectral and Multispectral Data Fusion
Authors: Jiaxin Li, Ke Zheng, Jing Yao, Lianru Gao, Danfeng Hong - IEEE Geoscience and Remote Sensing Letters, IEEE Geosci. Remote. Sens. Lett. 2022 cited by 184
- Cascaded Recurrent Neural Networks for Hyperspectral Image Classification
Authors: Renlong Hang, Qingshan Liu, Danfeng Hong, Pedram Ghamisi - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2019 cited by 526
- Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution
Authors: Jin-Fan Hu, Ting-Zhu Huang, Liang-Jian Deng, Hong-Xia Dou, Danfeng Hong, Gemine Vivone - IEEE Geoscience and Remote Sensing Letters, IEEE Geosci. Remote. Sens. Lett. 2022 cited by 190
- PSRT: Pyramid Shuffle-and-Reshuffle Transformer for Multispectral and Hyperspectral Image Fusion
Authors: Shang-Qi Deng, Liang-Jian Deng, Xiao Wu, Ran Ran, Danfeng Hong, Gemine Vivone - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2023 cited by 147
- FCCDN: Feature Constraint Network for VHR Image Change Detection
Authors: Pan Chen, Danfeng Hong, Zhengchao Chen, Xuan Yang, Baipeng Li, Bing Zhang - ISPRS Journal of Photogrammetry and Remote Sensing 2022 cited by 208
