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* This paper has been withdrawn by the author due to some errors in equation 9 related descriptions 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