Deep Recurrent Neural Networks for Hyperspectral Image Classification
Lichao Mou, Ghamisi, Pedram, Xiao Xiang Zhu
Published in IEEE transactions on geoscience and remote sensing (01.07.2017)
Published in IEEE transactions on geoscience and remote sensing (01.07.2017)
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Journal Article
Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification
Mou, Lichao, Lu, Xiaoqiang, Li, Xuelong, Zhu, Xiao Xiang
Published in IEEE transactions on geoscience and remote sensing (01.12.2020)
Published in IEEE transactions on geoscience and remote sensing (01.12.2020)
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Journal Article
An Unsupervised Remote Sensing Change Detection Method Based on Multiscale Graph Convolutional Network and Metric Learning
Tang, Xu, Zhang, Huayu, Mou, Lichao, Liu, Fang, Zhang, Xiangrong, Zhu, Xiao Xiang, Jiao, Licheng
Published in IEEE transactions on geoscience and remote sensing (2022)
Published in IEEE transactions on geoscience and remote sensing (2022)
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Journal Article
Feature Importance Analysis for Local Climate Zone Classification Using a Residual Convolutional Neural Network with Multi-Source Datasets
Qiu, Chunping, Schmitt, Michael, Mou, Lichao, Ghamisi, Pedram, Zhu, Xiao
Published in Remote sensing (Basel, Switzerland) (01.10.2018)
Published in Remote sensing (Basel, Switzerland) (01.10.2018)
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Journal Article
Self-supervised audiovisual representation learning for remote sensing data
Heidler, Konrad, Mou, Lichao, Hu, Di, Jin, Pu, Li, Guangyao, Gan, Chuang, Wen, Ji-Rong, Zhu, Xiao Xiang
Published in International journal of applied earth observation and geoinformation (01.02.2023)
Published in International journal of applied earth observation and geoinformation (01.02.2023)
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Journal Article
Can we use deep learning models to identify the functionality of plastics from space?
Zhou, Shanyu, Mou, Lichao, Hua, Yuansheng, Zhang, Lixian, Kaufmann, Hermann, Zhu, Xiao Xiang
Published in International journal of applied earth observation and geoinformation (01.09.2023)
Published in International journal of applied earth observation and geoinformation (01.09.2023)
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Journal Article
3DCentripetalNet: Building height retrieval from monocular remote sensing imagery
Li, Qingyu, Mou, Lichao, Hua, Yuansheng, Shi, Yilei, Chen, Sining, Sun, Yao, Zhu, Xiao Xiang
Published in International journal of applied earth observation and geoinformation (01.06.2023)
Published in International journal of applied earth observation and geoinformation (01.06.2023)
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Journal Article
Enhancing Contrastive Learning With Positive Pair Mining for Few-Shot Hyperspectral Image Classification
Braham, Nassim Ait Ali, Mairal, Julien, Chanussot, Jocelyn, Mou, Lichao, Zhu, Xiao Xiang
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2024)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2024)
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Journal Article
An adaptive image fusion method for Sentinel-2 images and high-resolution images with long-time intervals
Dong, Runmin, Zhang, Lixian, Li, Weijia, Yuan, Shuai, Gan, Lin, Zheng, Juepeng, Fu, Haohuan, Mou, Lichao, Zhu, Xiao Xiang
Published in International journal of applied earth observation and geoinformation (01.07.2023)
Published in International journal of applied earth observation and geoinformation (01.07.2023)
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Journal Article
Editorial: Advances in deep learning approaches applied to remotely sensed images
Almeida, Cláudia Maria, Mou, Lichao, Fraundorfer, Friedrich
Published in Frontiers in remote sensing (15.11.2023)
Published in Frontiers in remote sensing (15.11.2023)
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Journal Article
Long-Term Annual Mapping of Four Cities on Different Continents by Applying a Deep Information Learning Method to Landsat Data
Lyu, Haobo, Lu, Hui, Mou, Lichao, Li, Wenyu, Wright, Jonathon, Li, Xuecao, Li, Xinlu, Zhu, Xiao, Wang, Jie, Yu, Le, Gong, Peng
Published in Remote sensing (Basel, Switzerland) (01.03.2018)
Published in Remote sensing (Basel, Switzerland) (01.03.2018)
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