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
Wang, Yuanyuan; Zhu, Xiao Xiang: Automatic Feature-based Geometric Fusion of Multi-view TomoSAR Point Clouds in Urban Area. IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing 8 (3), 2015, 953 -- 965 more…
Shahzad, Muhammad; Zhu, Xiao Xiang: Detection of Buildings in Spaceborne TomoSAR Point Clouds via Hybrid Region Growing and Energy Minimization Technique. Proceedings of Joint Urban Remote Sensing Event (JURSE), 2015 more…
Hu, Jingliang; Guo, Rui; Zhu, Xiao Xiang; Baier, Gerald; Wang, Yuanyuan: Non-Local Means Filter for Polarimetric Sar Speckle Reduction-Experiments Using TerraSAR-X Data. International Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS) {II}-3/W4, 2015 more…
Avbelj, Janja; Müller, Rupert; Bamler, Richard: A Metric for Polygon Comparison and Building Extraction Evaluation. IEEE Geoscience and Remote Sensing Letters 12 (1), 2015, 170--174 more…
Bieniarz, Jakub; Zhu, Xiao Xiang; Müller, Rupert; Reinartz, Peter: Joint Sparsity and Endmember Preselection Concepts in Spectral Unmixing. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), 2015 more…
