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Michael Schmitt

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There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation

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Oct 30, 2023
Michael Schmitt, Seyed Ali Ahmadi, Yonghao Xu, Gulsen Taskin, Ujjwal Verma, Francescopaolo Sica, Ronny Hansch

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A Benchmarking Protocol for SAR Colorization: From Regression to Deep Learning Approaches

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Oct 12, 2023
Kangqing Shen, Gemine Vivone, Xiaoyuan Yang, Simone Lolli, Michael Schmitt

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Probabilistic MIMO U-Net: Efficient and Accurate Uncertainty Estimation for Pixel-wise Regression

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Aug 14, 2023
Anton Baumann, Thomas Roßberg, Michael Schmitt

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UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series

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Apr 11, 2023
Patrick Ebel, Vivien Sainte Fare Garnot, Michael Schmitt, Jan Dirk Wegner, Xiao Xiang Zhu

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Explaining Multimodal Data Fusion: Occlusion Analysis for Wilderness Mapping

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Apr 05, 2023
Burak Ekim, Michael Schmitt

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MapInWild: A Remote Sensing Dataset to Address the Question What Makes Nature Wild

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Dec 05, 2022
Burak Ekim, Timo T. Stomberg, Ribana Roscher, Michael Schmitt

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EOD: The IEEE GRSS Earth Observation Database

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Sep 26, 2022
Michael Schmitt, Pedram Ghamisi, Naoto Yokoya, Ronny Hänsch

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SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal

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Jan 24, 2022
Patrick Ebel, Yajin Xu, Michael Schmitt, Xiaoxiang Zhu

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Deep-Learning-Based Single-Image Height Reconstruction from Very-High-Resolution SAR Intensity Data

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Nov 19, 2021
Michael Recla, Michael Schmitt

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There is no data like more data -- current status of machine learning datasets in remote sensing

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May 25, 2021
Michael Schmitt, Seyed Ali Ahmadi, Ronny Hänsch

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