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: 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…
Grohnfeldt, Claas; Zhu, Xiao Xiang; Bamler, Richard: Splitting the Hyperspectral-Multispectral Image Fusion Problem into Weighted Pan-sharpening Problems - The Spectral Grouping Concept. Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2015 more…
Montazeri, Sina; Zhu, Xiao Xiang; Eineder, Michael; Hanssen, Ramon; Bamler, Richard: Deformation Monitoring of Urban Infrastructure by Tomographic SAR Using Multi-View TerraSAR-X Data Stacks. Proceedings of FRINGE Workshop, 2015 more…
