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Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification


Aug 25, 2021
Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du


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Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network


Jul 12, 2021
Yunhao Gao, Wei Li, Mengmeng Zhang, Jianbu Wang, Weiwei Sun, Ran Tao, Qian Du


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BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images


May 16, 2021
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du

* arXiv admin note: text overlap with arXiv:2010.14014 

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Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network


Apr 15, 2021
Xiaofan Qu, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li

* Accepted by IEEE Geoscience and Remote Sensing Letters, Code: https://github.com/summitgao/SAR_CD_DDNet 

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Remote Sensing Image Translation via Style-Based Recalibration Module and Improved Style Discriminator


Mar 29, 2021
Tiange Zhang, Feng Gao, Junyu Dong, Qian Du

* Accepted by IEEE Geoscience and Remote Sensing Letters, Code: https://github.com/summitgao/RSIT_SRM_ISD 

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More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification


Aug 12, 2020
Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang

* IEEE Transactions on Geoscience and Remote Sensing, 2020 

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Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification


Aug 02, 2020
Yu Shen, Sijie Zhu, Chen Chen, Qian Du, Liang Xiao, Jianyu Chen, Delu Pan


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Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network


Jul 16, 2020
Xin Wu, Wei Li, Danfeng Hong, Jiaojiao Tian, Ran Tao, Qian Du

* ISPRS Journal of Photogrammetry and Remote Sensing,167:39-53,2020 

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Feature Extraction and Classification Based on Spatial-Spectral ConvLSTM Neural Network for Hyperspectral Images


May 09, 2019
Wen-Shuai Hu, Heng-Chao Li, Lei Pan, Wei Li, Ran Tao, Qian Du


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GETNET: A General End-to-end Two-dimensional CNN Framework for Hyperspectral Image Change Detection


May 05, 2019
Qi Wang, Senior Member, IEEE, Zhenghang Yuan, Qian Du, Fellow, IEEE, Xuelong Li, Fellow, IEEE


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Real-time Decolorization using Dominant Colors


Apr 22, 2014
Wei Hu, Wei Li, Fan Zhang, Qian Du

* This paper has been withdrawn by the author due to some errors in equation 9 related descriptions 

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Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches


Apr 24, 2012
José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon, Mario Parente, Qian Du, Paul Gader, Jocelyn Chanussot

* This work has been accepted for publication in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 

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