Jocelyn Chanussot
Active 1983–2026
- 726
- Papers
- 56,104
- Citations
- 113
- h-index
- 446
- i10-index
Citations
Citation sources
Countries
Institutions
Fields
- Engineering66.8%
- Computer Science18.8%
- Environmental Science5.9%
- Earth and Planetary Sciences2.4%
- Medicine1.2%
- Chemistry0.8%
- Other4.1%
Topics
- Remote-Sensing Image Classification21.4%
- Advanced Image Fusion Techniques12.3%
- Remote Sensing and Land Use8.7%
- Image and Signal Denoising Methods4.9%
- Remote Sensing in Agriculture3.6%
- Advanced Image and Video Retrieval Techniques3.1%
- Other46%
Coauthors
- Danfeng Hong109
- Mauro Dalla Mura83
- Jón Atli Benediktsson77
- Gemine Vivone66
- Bing Zhang47
- Jing Yao41
- Lianru Gao40
- Naoto Yokoya32
- Rocco Restaino32
- Antonio Plaza31
- Christian Jutten28
- Giorgio Licciardi26
- Miguel Angel Veganzones25
- Chenyu Li24
- Lucas Drumetz24
- Mathieu Fauvel24
- Licheng Jiao22
- Yang Xu22
- Xiao Xiang Zhu21
- Junshi Xia20
- Zebin Wu20
- Silvia Valero19
- Yunsong Li19
- Zhihui Wei19
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
- Hyperspectral Remote Sensing Data Analysis and Future Challenges
Authors: José M. Bioucas‐Dias, Antonio Plaza, Gustau Camps‐Valls, Paul Scheunders, Nasser M. Nasrabadi, Jocelyn Chanussot - IEEE Geoscience and Remote Sensing Magazine 2013 cited by 2,095
- 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
- Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches
Authors: José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon, Mario Parente, Qian Du, Paul D. Gader, Jocelyn Chanussot - IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2012 cited by 2,747
- 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
- A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization
Authors: Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida, Jocelyn Chanussot - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2014 cited by 793
- A Critical Comparison Among Pansharpening Algorithms
Authors: Gemine Vivone, Luciano Alparone, Jocelyn Chanussot, Mauro Dalla Mura, Andrea Garzelli, Giorgio Licciardi, Rocco Restaino, Lucien Wald - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2014 cited by 1,264
- Model-Informed Multistage Unsupervised Network for Hyperspectral Image Super-Resolution
Authors: Jiaxin Li, Ke Zheng, Lianru Gao, Li Ni, Min Huang, Jocelyn Chanussot - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2024 cited by 198
- 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
- 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 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
- Machine Learning in Pansharpening: A benchmark, from shallow to deep networks
Authors: Liang-Jian Deng, Gemine Vivone, Mercedes E. Paoletti, Giuseppe Scarpa, Jiang He, Yongjun Zhang, Jocelyn Chanussot, Antonio Plaza - IEEE Geoscience and Remote Sensing Magazine 2022 cited by 213
- 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
- Hyperspectral and Multispectral Data Fusion: A comparative review of the recent literature
Authors: Naoto Yokoya, Claas Grohnfeldt, Jocelyn Chanussot - IEEE Geoscience and Remote Sensing Magazine 2017 cited by 681
- 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
- Detail Injection-Based Deep Convolutional Neural Networks for Pansharpening
Authors: Liang-Jian Deng, Gemine Vivone, Cheng Jin, Jocelyn Chanussot - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2020 cited by 295
