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
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…
Shi, Yilei; Li, Qingyu; Zhu, Xiao Xiang: Building Footprint Generation using Improved Generative Adversarial Networks. IEEE Geoscience and Remote Sensing Letters, 2018 more…
Zhu, Xiao Xiang; Baier, Gerald; Lachaise, Marie; Shi, Yilei; Adam, Fathalrahman; Bamler, Richard: Potential and Limits of Non-local Means InSAR Filtering for TanDEM-X High-resolution DEM Generation. Remote Sensing of Environment, 2018 more…
Ge, Nan; Gonzalez, Fernando Rodriguez; Wang, Yuanyuan; Shi, Yilei; Zhu, Xiao Xiang: Spaceborne Staring Spotlight SAR Tomography-A First Demonstration with TerraSAR-X. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018 more…
Shi, Yilei; Zhu, Xiao Xiang; Yin, Wotao; Bamler, Richard: A fast and accurate basis pursuit denoising algorithm with application to super-resolving tomographic SAR. IEEE Transactions on Geoscience and Remote Sensing, 2018 more…
