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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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Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory Networks


Apr 22, 2021
Yuansheng Hua, Lichao Moua, Jianzhe Lin, Konrad Heidler, Xiao Xiang Zhu


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MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images


Apr 07, 2021
Yuansheng Hua, Lichao Mou, Pu Jin, Xiao Xiang Zhu


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Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification


Mar 15, 2021
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu


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Semantic Segmentation of Remote Sensing Images with Sparse Annotations


Jan 10, 2021
Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia


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CG-Net: Conditional GIS-aware Network for Individual Building Segmentation in VHR SAR Images


Nov 17, 2020
Yao Sun, Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu


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Deep Learning Meets SAR


Jun 17, 2020
Xiao Xiang Zhu, Sina Montazeri, Mohsin Ali, Yuansheng Hua, Yuanyuan Wang, Lichao Mou, Yilei Shi, Feng Xu, Richard Bamler

* article submitted to IEEE Geoscience and Remote Sensing Magazine 

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Instance segmentation of buildings using keypoints


Jun 06, 2020
Qingyu Li, Lichao Mou, Yuansheng Hua, Yao Sun, Pu Jin, Yilei Shi, Xiao Xiang Zhu


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Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions


May 16, 2020
Di Hu, Lichao Mou, Qingzhong Wang, Junyu Gao, Yuansheng Hua, Dejing Dou, Xiao Xiang Zhu


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ERA: A Dataset and Deep Learning Benchmark for Event Recognition in Aerial Videos


Mar 05, 2020
Lichao Mou, Yuansheng Hua, Pu Jin, Xiao Xiang Zhu


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So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification


Dec 19, 2019
Xiao Xiang Zhu, Jingliang Hu, Chunping Qiu, Yilei Shi, Jian Kang, Lichao Mou, Hossein Bagheri, Matthias Häberle, Yuansheng Hua, Rong Huang, Lloyd Hughes, Hao Li, Yao Sun, Guichen Zhang, Shiyao Han, Michael Schmitt, Yuanyuan Wang

* Article submitted to IEEE Geoscience and Remote Sensing Magazine 

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Relation Network for Multi-label Aerial Image Classification


Jul 16, 2019
Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu


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A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes


Apr 12, 2019
Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu

* CVPR2019 

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Recurrently Exploring Class-wise Attention in A Hybrid Convolutional and Bidirectional LSTM Network for Multi-label Aerial Image Classification


Jul 30, 2018
Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu


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