Information and knowledge from remote sensing data
Satellite- and Airplane-based Earth Observation
Synthetic Aperture Radar (SAR) and SAR Interferometry
High Resolution Optical Image Interpretation
Hyperspectral Earth Observation
Estimation Theory
Sparse Reconstruction and Compressive Sensing
3D Reconstruction
4D Motion Detection
Data Fusion
Computer Vision
Machine Learning
Deep Learning
Recent Publications
Schneider, Maja; Körner, Marco: [Re] Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention. ReScience C 7 (2), 2021 more…
Schneider, Maja; Broszeit, Amelie; Körner, Marco: EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification. Proceedings of the 2021 Conference on Big Data from Space (BiDS '21), Publications Office of the European Union, 2021, 125-128 more…
Shi, Yilei; Li, Qingyu; Zhu, Xiao Xiang: Building segmentation through a gated graph convolutional neural network with deep structured feature embedding. ISPRS Journal of Photogrammetry and Remote Sensing 159, 2020, 184-197 more…
Rußwurm, Marc; Körner, Marco: Self-attention for raw optical Satellite Time Series Classification. ISPRS Journal of Photogrammetry and Remote Sensing 169, 2020, 421-435 more…
Zhu, Xiao Xiang; Hu, Jingliang; Qiu, Chunping; Shi, Yilei; Kang, Jian; Mou, Lichao; Bagheri, Hossein; Haberle, Matthias; Hua, Yuansheng; Huang, Rong; Hughes, Lloyd; Li, Hao; Sun, Yao; Zhang, Guichen; Han, Shiyao; Schmitt, Michael; Wang, Yuanyuan: So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [Software and Data Sets]. IEEE Geoscience and Remote Sensing Magazine 8 (3), 2020, 76-89 more…
