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EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification

31 August 2017

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Papers citing "EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification"

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Title
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networksIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2020 C. Qiu M. Schmitt Christian Gei T. Chen Xiaoxiang Zhu 149 59 0 31 Jan 2020
BigEarthNet Dataset with A New Class-Nomenclature for Remote Sensing Image Understanding Gencer Sumbul Jian Kang Tristan Kreuziger F. Marcelino H. Costa P. Benevides M. Caetano Begüm Demir 229 36 0 17 Jan 2020
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern AnalysisComputer Vision and Pattern Recognition (CVPR), 2020 M. Chiu Xingqian Xu Yunchao Wei Zilong Huang Alex Schwing ... David Wilson Adrian Tudor N. Hovakimyan Thomas S. Huang Humphrey Shi 199 184 0 05 Jan 2020
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image DomainsInternational Journal of Computer Vision (IJCV), 2019 Lyndon Chan Mahdi S. Hosseini Konstantinos N. Plataniotis 204 107 0 24 Dec 2019
A Broader Study of Cross-Domain Few-Shot Learning Yunhui Guo Noel Codella Leonid Karlinsky James V. Codella John R. Smith Kate Saenko Tajana Simunic Rogerio Feris 175 45 0 16 Dec 2019
Cloud Removal in Satellite Images Using Spatiotemporal Generative NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Vishnu Sarukkai Anirudh Jain Burak Uzkent Stefano Ermon 121 64 0 14 Dec 2019
Learning Disentangled Representations via Mutual Information EstimationEuropean Conference on Computer Vision (ECCV), 2019 E. Sanchez M. Serrurier M. Ortner SSL DRL 167 114 0 09 Dec 2019
Land Cover Change Detection via Semantic Segmentation Renee Su Rong-Guo Chen 55 11 0 28 Nov 2019
In-domain representation learning for remote sensing Maxim Neumann André Susano Pinto Xiaohua Zhai N. Houlsby SSL 183 73 0 15 Nov 2019
Conditional Denoising of Remote Sensing Imagery Using Cycle-Consistent Deep Generative Models M. Zotov Jevgenij Gamper DiffM 99 6 0 31 Oct 2019
Streaming Networks: Enable A Robust Classification of Noise-Corrupted Images Junbao Zhou Fumihiko Takahashi 94 3 0 23 Oct 2019
A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark Xiaohua Zhai J. Puigcerver Alexander Kolesnikov P. Ruyssen C. Riquelme ... Michael Tschannen Marcin Michalski Olivier Bousquet Sylvain Gelly N. Houlsby SSL 238 498 0 01 Oct 2019
Physics-informed semantic inpainting: Application to geostatistical modelingJournal of Computational Physics (JCP), 2019 Q. Zheng L. Zeng Zhendan Cao George Karniadakis GAN 115 62 0 19 Sep 2019
Satellite-Net: Automatic Extraction of Land Cover Indicators from Satellite Imagery by Deep LearningStatistical Journal of the IAOS (JSI), 2019 Eleonora Bernasconi Francesco Pugliese Diego Zardetto M. Scannapieco 65 4 0 22 Jul 2019
Learning Disentangled Representations of Satellite Image Time Series E. Sanchez M. Serrurier M. Ortner DRL SSL 78 14 0 21 Mar 2019
Deep Discriminative Representation Learning with Attention Map for Scene Classification Jun Yu Li Daoyu Lin Yang Wang Guangluan Xu C. Ding 119 85 0 21 Feb 2019
BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding Gencer Sumbul Marcela Charfuelan Begüm Demir Volker Markl 278 523 0 16 Feb 2019
Weakly Supervised Active Learning with Cluster Annotation Fábio Perez R. Lebret Karl Aberer 98 10 0 31 Dec 2018
Unsupervised Deep Features for Remote Sensing Image Matching via Discriminator Network Fnu Mohbat Numan Khurshid M. Taj 155 16 0 15 Oct 2018
Fine-Grained Land Use Classification at the City Scale Using Ground-Level Images Yi Zhu XueQing Deng Shawn D. Newsam 95 55 0 07 Feb 2018
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks B. Bischke P. Helber Joachim Folz Damian Borth Andreas Dengel SSeg 122 263 0 18 Sep 2017