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
J. Avbelj, R. Müller, P. Reinartz: Fusion of Hyperspectral Images and Height Models Using Edge Probability. Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Gainesville, Florida, USA., 2013 more…
J. Bieniarz, X. Zhu, R. Mueller, P. Reinartz: Sparse Spectral Unmixing with Endmember Groups Pre-Selection. Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Gainesville, Florida, USA., 2013 more…
M. Shahzad, X. Zhu: Robust Building Façade Reconstruction From Spaceborne TomoSAR Points. Proceedings of Object Extraction for 3D City Models, Road Databases and Traffic Monitoring - Concepts, Algorithms, and Evaluation (CMRT 2013), Antalya, Turkey, 2013 more…
X. Zhu, R. Bamler: Sparse Reconstruction techniques for Tomographic SAR Inversion. Proceedings of the 2013 European Signal Processing Conference (EUSIPCO-2013), Marrakech, Morocco., 2013 more…
X. Zhu, C. Grohnfeldt, R. Bamler: Collabrative Sparse Image Fusion with Application to Pan-Sharpening. Proceedings of the International Conference on Digital Signal Processing (DSP2013), Santorini, Greece., 2013 more…
