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Self Supervised Learning for Few Shot Hyperspectral Image Classification


Jun 24, 2022
Nassim Ait Ali Braham, Lichao Mou, Jocelyn Chanussot, Julien Mairal, Xiao Xiang Zhu

* Accepted in IGARSS 2022 

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A Survey on Hyperspectral Image Restoration: From the View of Low-Rank Tensor Approximation


May 18, 2022
Na Liu, Wei Li, Yinjian Wang, Rao Tao, Qian Du, Jocelyn Chanussot

* Under review in Science China Information Siences 

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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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Enhanced Single-shot Detector for Small Object Detection in Remote Sensing Images


May 12, 2022
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger, Jocelyn Chanussot, Jie Yang

* 42 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2022 

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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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Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives


Apr 18, 2022
Jun Yue, Leyuan Fang, Pedram Ghamisi, Weiying Xie, Jun Li, Jocelyn Chanussot, Antonio J Plaza


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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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A Triple-Double Convolutional Neural Network for Panchromatic Sharpening


Dec 04, 2021
Tian-Jing Zhang, Liang-Jian Deng, Ting-Zhu Huang, Jocelyn Chanussot, Gemine Vivone


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Geometric Multimodal Deep Learning with Multi-Scaled Graph Wavelet Convolutional Network


Nov 26, 2021
Maysam Behmanesh, Peyman Adibi, Mohammad Saeed Ehsani, Jocelyn Chanussot

* 13 pages 

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