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; Zhu, Xiao Xiang; Müller, Rupert; Heiden, U.; Reinartz, Peter: Hyperspectral Image Resolution Enhancement Based on Jointly Sparse Spectral Unmixing. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), 2014 more…
Gernhardt, Stefan; Auer, Stefan; Eder, Konrad: Persistent Scatterers at Building Facades - Evaluation of Appearance and Localization Accuracy. Journal of Photogrammetry and Remote Sensing (ISPRS) 100, 2014, 92--105 more…
Grohnfeldt, Claas; Zhu, Xiao Xiang; Bamler, Richard: The J-SparseFI-HM Hyperspectral Resolution Enhancement Method – Now Fully Automated. Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2014 more…
Grohnfeldt, Claas; Zhu, Xiao Xiang; Bamler, Richard: Performance Assessment of the State-of-the-art Hyperspectral Image Enhancement Methods. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), 2014 more…
Guo, Rui; Zhu, Xiao Xiang: High-Rise Building Feature Extraction using High Resolution Spotlight TanDEM-X Data. Proceedings of the 10th European Conference on Synthetic Aperture Radar (EUSAR), 2014, 1--4 more…
