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UIU-Net: U-Net in U-Net for Infrared Small Object Detection


Dec 02, 2022
Xin Wu, Danfeng Hong, Jocelyn Chanussot

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* IEEE Transactions on Image Processing, 2022 

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Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network


Oct 15, 2022
Keyu Yan, Man Zhou, Jie Huang, Feng Zhao, Chengjun Xie, Chongyi Li, Danfeng Hong

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* NeurIPS2022 

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Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review


May 13, 2022
Minghua Wang, Danfeng Hong, Zhu Han, Jiaxin Li, Jing Yao, Lianru Gao, Bing Zhang, Jocelyn Chanussot

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Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion


May 07, 2022
Danfeng Hong, Jing Yao, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot

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Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review


May 03, 2022
Jiaxin Li, Danfeng Hong, Lianru Gao, Jing Yao, Ke Zheng, Bing Zhang, Jocelyn Chanussot

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Multimodal Fusion Transformer for Remote Sensing Image Classification


Mar 31, 2022
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot

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Deep Learning for UAV-based Object Detection and Tracking: A Survey


Oct 25, 2021
Xin Wu, Wei Li, Danfeng Hong, Ran Tao, Qian Du

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* IEEE Geoscience and Remote Sensing Magazine,2021 

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SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers


Jul 07, 2021
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot

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FCCDN: Feature Constraint Network for VHR Image Change Detection


May 23, 2021
Pan Chen, Danfeng Hong, Zhengchao Chen, Xuan Yang, Baipeng Li, Bing Zhang

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* 33 pages, 12 figures. Submitted to ISPRS Journal of Photogrammetry and Remote Sensing. Under review 

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Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model


May 21, 2021
Danfeng Hong, Jingliang Hu, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu

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* ISPRS Journal of Photogrammetry and Remote Sensing, 2021 

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