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
Zhu, Xiao Xiang; Bamler, Richard: Exploiting Sparsity in Remote Sensing and Earth Observation: Theory, Applications and Future Trends. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), 2015 more…
Grohnfeldt, Claas; Zhu, Xiao Xiang: Towards a Combined Sparse Representation and Unmixing Based Hyperspectral Resolution Enhancement Method. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), 2015, 1--4 more…
Baier, Gerald; Zhu, Xiao Xiang: Region Growing Based Nonlocal Filtering for InSAR. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), 2015 more…
Wang, Yuanyuan; Zhu, Xiao Xiang: Semantic Interpretation of InSAR Point Cloud. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), 2015 more…
Heublein, Marion; Zhu, Xiao Xiang; Alshawaf, F.; Mayer, Franz; Bamler, Richard; Hinz, Stefan; Heck, B.: Compressive Sensing for Neutrospheric Water Vapor Tomography from GNSS and InSAR Observations. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), 2015 more…
