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DAugNet: Unsupervised, Multi-source, Multi-target, and Life-long Domain Adaptation for Semantic Segmentation of Satellite Images

Jun 07, 2020
Onur Tasar, Alain Giros, Yuliya Tarabalka, Pierre Alliez, Sébastien Clerc


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StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization

Apr 14, 2020
Onur Tasar, Yuliya Tarabalka, Alain Giros, Pierre Alliez, Sébastien Clerc

* Accepted at CVPR EarthVision Workshop 2020 

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SemI2I: Semantically Consistent Image-to-Image Translation for Domain Adaptation of Remote Sensing Data

Feb 21, 2020
Onur Tasar, S L Happy, Yuliya Tarabalka, Pierre Alliez


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ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial Networks

Jul 30, 2019
Onur Tasar, S L Happy, Yuliya Tarabalka, Pierre Alliez


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Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data

Oct 29, 2018
Onur Tasar, Yuliya Tarabalka, Pierre Alliez


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Recurrent Neural Networks to Correct Satellite Image Classification Maps

Apr 21, 2017
Emmanuel Maggiori, Guillaume Charpiat, Yuliya Tarabalka, Pierre Alliez


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High-Resolution Semantic Labeling with Convolutional Neural Networks

Nov 07, 2016
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez


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