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; Ge, Nan; Shahzad, Muhammad: Group Sparsity in SAR Tomography – Experiments on TanDEM-X data Stacks. International Radar Symposium, 2015 more…
Wang, Yuanyuan; Zhu, Xiao Xiang: The Robust InSAR Optimization Framework with Application to Monitoring Cities on Volcanoes. Proceedings of Joint Urban Remote Sensing Event (JURSE), 2015 more…
Shahzad, Muhammad; Zhu, Xiao Xiang: Robust Reconstruction of Building Facades for Large Areas Using Spaceborne TomoSAR Point Clouds. IEEE Transactions on Geoscience and Remote Sensing 53 (2), 2015, 752--769 more…
Gisinger, Christoph; Balss, Ulrich; Pail, Roland; Zhu, Xiao Xiang; Montazeri, Sina; Gernhardt, Stefan; Eineder, Michael: Precise Three-Dimensional Stereo Localization of Corner Reflectors and Persistent Scatterers With TerraSAR-X. IEEE Transactions on Geoscience and Remote Sensing 53 (4), 2015, 1782--1802 more…
Grohnfeldt, Claas; Burns, Tristan Michael; Zhu, Xiao Xiang: Dictionary Learning Strategies for Sparse Representation Based Hyperspectral Image Enhancement. Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2015 more…
