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
Shahzad, Muhammad; Zhu, Xiao Xiang: Automatic Large Area Reconstruction of Building Façades from Spaceborne TomoSAR Point Clouds. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), 2014 more…
Wang, Yuanyuan; Zhu, Xiao Xiang; Bamler, Richard: Robust Covariance Matrix Estimation with Application to Volcano Monitoring using SAR Image Stacks. Proceedings of the 10th European Conference on Synthetic Aperture Radar (EUSAR), 2014, 1--4 more…
Zhu, Xiao Xiang; Lachaise, Marie; Adam, Fathalrahman; Shi, Yilei; Eineder, Michael; Bamler, Richard: Beyond the 12m TanDEM-X DEM. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), 2014 more…
Zhu, Xiao Xiang; Bamler, Richard: Exploiting Sparsity in Remote Sensing for Earth Observation. SIAM Conference on Image Science, 2014 more…
Zhu, Xiao Xiang; Montazeri, Sina; Gisinger, Christoph; Hanssen, Ramon; Bamler, Richard: Geodetic TomoSAR - Fusion of SAR Imaging Geodesy and TomoSAR for 3D Absolute Scatterer Positioning. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), 2014 more…
