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
Rußwurm, Marc; Körner, Marco: Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery. Proceedings of the Conference on Neural Information Processing Systems Workshops (NeurIPSW), 2018 more…
Xu, Yusheng.; Sun, Zhenghao.; Boerner, Richard.; Koch, Tobias.; Hoegner, Ludwig.; Stilla, Uwe: Generation of Ground Truth Datasets for the Analysis of 3D Point Clouds in Urban Scenes Acquired via Different Sensors. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS) XLII-3, 2018, 2009-2015 more…
Shi, Yilei; Zhu, Xiao Xiang; Bamler, Richard: Non-Local Compressive Sensing Based SAR Tomography. IEEE Transactions on Geoscience and Remote Sensing, 2018 more…
Bittner, Ksenia; Körner, Marco: Automatic Large-Scale 3D Building Shape Refinement Using Conditional Generative Adversarial Networks. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018 more…
