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
Bieniarz, Jakub; Cerra, D.; Zhu, Xiao Xiang; Müller, Rupert; Reinartz, Peter: Hyperspectral Resolution Enhancement – Application To Real Image Pair. Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2015 more…
Shahzad, Muhammad; Zhu, Xiao Xiang: Reconstruction of Building Footprints Using Spaceborne TomoSAR Point Clouds. Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS), 2015 more…
Yokoya, Naoto; Zhu, Xiao Xiang: Graph Regularized Coupled Spectral Unmixing for Change Detection. Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2015 more…
Wang, Yuanyuan; Zhu, Xiao Xiang: Semantic Interpretation of InSAR Estimates Using Optical Images with Application to Urban Infrastructure Monitoring. The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS), 2015 more…
Auer, Stefan; Gisinger, Christoph; Tao, Junyi: Characterization of Facade Regularities in High-Resolution SAR Images. Transactions on IEEE Geoscience and Remote Sensing 53 (5), 2015, 2727--2737 more…
