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
Kang, Jian; Körner, Marco; Wang, Yuanyuan; Taubenböck, Hannes; Zhu, Xiao Xiang: Building instance classification using street view images. ISPRS Journal of Photogrammetry and Remote Sensing, 2018 more…
Bittner, Ksenia; Adam, Fathalrahman; Cui, Shiyong; Körner, Marco; Reinartz, Peter: Building Footprint Extraction From VHR Remote Sensing Images Combined With Normalized DSMs Using Fused Fully Convolutional Networks. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTAR) 11, 2018, 2615-2629 more…
Loyola, D. G.; Gimeno García, S.; Lutz, R.; Argyrouli, A.; Romahn, F.; Spurr, R. J. D.; Pedergnana, M.; Doicu, A.; Molina García, V.; Schüssler, O.: The Operational Cloud Retrieval Algorithms from TROPOMI on board Sentinel-5 Precursor. Atmospheric Measurement Techniques 11 (1), 2018, 409--427 more…
Bittner, Ksenia; d'Angelo, Pablo; Körner, Marco; Reinartz, Peter: AUTOMATIC LARGE-SCALE 3D BUILDING SHAPE REFINEMENT USING CONDITIONAL GENERATIVE ADVERSARIAL NETWORKS. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS) XLII-2, 2018, 103--108 more…
Schmitt, Michael; Hughes, Lloyd; Körner, Marco; Zhu, Xiao Xiang: COLORIZING SENTINEL-1 SAR IMAGES USING A VARIATIONAL AUTOENCODER CONDITIONED ON SENTINEL-2 IMAGERY. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-2, 2018, 1045--1051 more…
