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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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