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Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images


Jul 14, 2021
Lei Ding, Dong Lin, Shaofu Lin, Jing Zhang, Xiaojie Cui, Yuebin Wang, Hao Tang, Lorenzo Bruzzone


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Looking Outside the Window: Wider-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images


Jul 01, 2021
Lei Ding, Dong Lin, Shaofu Lin, Jing Zhang, Xiaojie Cui, Yuebin Wang, Hao Tang, Lorenzo Bruzzone


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Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data


Apr 15, 2021
Devis Tuia, Claudio Persello, Lorenzo Bruzzone

* IEEE Geoscience and Remote Sensing Magazine, 4(2): 41-57, 2016 

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Robust Registration of Multimodal Remote Sensing Images Based on Structural Similarity


Mar 31, 2021
Yuanxin Ye, Jie Shan, Lorenzo Bruzzone, Li Shen


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Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images


Mar 17, 2021
Lei Ding, Hao Tang, Yahui Liu, Yilei Shi, Lorenzo Bruzzone


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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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Shift Equivariance for Pixel-based Self-supervised SAR-optical Feature Fusion


Mar 13, 2021
Yuxing Chen, Lorenzo Bruzzone

* 11 pages, 5 figures 

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Self-supervised Change Detection in Multi-view Remote Sensing Images


Mar 10, 2021
Yuxing Chen, Lorenzo Bruzzone

* submitted to TGRS 

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Shift Equivariance for Pixel-wise Self-supervised SAR-optical Feature Fusion


Mar 09, 2021
Yuxing Chen, Lorenzo Bruzzone

* 11 pages, 5 figures 

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MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images


Nov 16, 2020
Lei Ding, Kai Zheng, Dong Lin, Yuxing Chen, Bing Liu, Jiansheng Li, Lorenzo Bruzzone


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Remote Sensing Image Scene Classification with Deep Neural Networks in JPEG 2000 Compressed Domain


Jun 20, 2020
Akshara Preethy Byju, Gencer Sumbul, Begüm Demir, Lorenzo Bruzzone

* Accepted to IEEE Transactions on Geoscience and Remote Sensing 

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DiResNet: Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images


May 24, 2020
Lei Ding, Lorenzo Bruzzone

* 12 pages, 13 figures. To be submitted to IEEE TGRS 

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Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images


May 14, 2020
Lei Ding, Lorenzo Bruzzone

* 10 pages, 9 figures. To be submitted to IEEE TGRS 

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Improving Semantic Segmentation of Aerial Images Using Patch-based Attention


Nov 20, 2019
Lei Ding, Hao Tang, Lorenzo Bruzzone


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Multisource and Multitemporal Data Fusion in Remote Sensing


Dec 19, 2018
Pedram Ghamisi, Behnood Rasti, Naoto Yokoya, Qunming Wang, Bernhard Hofle, Lorenzo Bruzzone, Francesca Bovolo, Mingmin Chi, Katharina Anders, Richard Gloaguen, Peter M. Atkinson, Jon Atli Benediktsson


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Cross-Domain Collaborative Learning via Cluster Canonical Correlation Analysis and Random Walker for Hyperspectral Image Classification


Oct 30, 2018
Yao Qin, Lorenzo Bruzzone, Biao Li, Yuanxin Ye

* 14 pages, 10 figures 

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Tensor Alignment Based Domain Adaptation for Hyperspectral Image Classification


Sep 04, 2018
Yao Qin, Lorenzo Bruzzone, Biao Li

* 15 pages, 10 figures 

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A Fast and Robust Matching Framework for Multimodal Remote Sensing Image Registration


Aug 19, 2018
Yuanxin Ye, Lorenzo Bruzzone, Jie Shan, Francesca Bovolo, Qing Zhu


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Recent Developments from Attribute Profiles for Remote Sensing Image Classification


Mar 27, 2018
Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula, Lorenzo Bruzzone

* 6 pages; to appear in ICPRAI 2018 

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Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery


Mar 07, 2018
Lichao Mou, Lorenzo Bruzzone, Xiao Xiang Zhu


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Advances in Hyperspectral Image Classification: Earth monitoring with statistical learning methods


Oct 18, 2013
Gustavo Camps-Valls, Devis Tuia, Lorenzo Bruzzone, Jón Atli Benediktsson

* IEEE Signal Processing Magazine, 2013 

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