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
Liu, Song; Valks, Pieter; Pinardi, Gaia; Xu, Jian; Argyrouli, Athina; Lutz, Ronny; Tilstra, L. Gijsbert; Huijnen, Vincent; Hendrick, François; Van Roozendael, Michel: An improved air mass factor calculation for nitrogen dioxide measurements from the Global Ozone Monitoring Experiment-2 (GOME-2). Atmospheric Measurement Techniques 13 (2), 2020, 755-787 more…
Loyola, Diego G.; Xu, Jian; Heue, Klaus-Peter; Zimmer, Walter: Applying FP_ILM to the retrieval of geometry-dependent effective Lambertian equivalent reflectivity (GE_LER) daily maps from UVN satellite measurements. Atmospheric Measurement Techniques 13 (2), 2020, 985-999 more…
Li, Q.; Shi, Y.; Auer, S.; Roschlaub, R.; Möst, K.; Schmitt, M.; Zhu, X. X.: DETECTION OF UNDOCUMENTED BUILDINGS USING CONVOLUTIONAL NEURAL NETWORK AND OFFICIAL GEODATA. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences V-2-2020, 2020, 517-524 more…
Rußwurm, M.; Pelletier, C.; Zollner, M.; Lefèvre, S.; Körner, M.: BREIZHCROPS: A TIME SERIES DATASET FOR CROP TYPE MAPPING. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLIII-B2-2020, 2020, 1545-1551 more…
Bittner, K.; Liebel, L.; Körner, M.; Reinartz, P.: LONG-SHORT SKIP CONNECTIONS IN DEEP NEURAL NETWORKS FOR DSM REFINEMENT. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLIII-B2-2020, 2020, 383-390 more…
