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Anomaly Detection in Aerial Videos with Transformers


Sep 25, 2022
Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu


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FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification


Sep 22, 2022
Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu


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Self-supervised Learning in Remote Sensing: A Review


Jun 27, 2022
Yi Wang, Conrad M Albrecht, Nassim Ait Ali Braham, Lichao Mou, Xiao Xiang Zhu

* 31 pages, 21 content pages 

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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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From Easy to Hard: Learning Language-guided Curriculum for Visual Question Answering on Remote Sensing Data


May 06, 2022
Zhenghang Yuan, Lichao Mou, Qi Wang, Xiao Xiang Zhu


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Change Detection Meets Visual Question Answering


Dec 12, 2021
Zhenghang Yuan, Lichao Mou, Zhitong Xiong, Xiaoxiang Zhu


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Large-scale Building Height Retrieval from Single SAR Imagery based on Bounding Box Regression Networks


Nov 18, 2021
Yao Sun, Lichao Mou, Yuanyuan Wang, Sina Montazeri, Xiao Xiang Zhu


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Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images


Aug 28, 2021
Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone

* Manuscript to ISPRS Journal of Photogrammetry and Remote Sensing 

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Bi-Temporal Semantic Reasoning for the Semantic Change Detection of HR Remote Sensing Images


Aug 25, 2021
Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone

* 12 pages, 7 figures. Manuscript to ISPRS Journal of Photogrammetry and Remote Sensin 

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SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images


Aug 15, 2021
Tianze Yu, Jianzhe Lin, Lichao Mou, Yuansheng Hua, Xiaoxiang Zhu, Z. Jane Wang


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