Lehrstuhl für Methodik der Fernerkundung

In Zusammenarbeit mit dem Deutschen Zentrum für Luft- und Raumfahrt

Schwerpunkte:

  • Satelliten- und flugzeuggestützte Erdbeobachtung
  • SAR und SAR Interferometrie,
  • Hochauflösende Bildinterpretation
  • Hyperspektral Erdbeobachtung
  • Schätztheorie
  • Sparse Reconstruction und Compressive Sensing
  • 3D Rekonstruktion
  • 4D Bewegungsdetektion
  • Datenfusion
  • Computer Vision
  • Machine Learning
  • Deep Learning

Aktuelle Veröffentlichungen

  • 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 mehr… BibTeX
  • 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 mehr… BibTeX
  • 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 mehr… BibTeX
  • 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 mehr… BibTeX
  • 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 mehr… BibTeX
  • Rußwurm, Marc; Körner, Marco: Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery. Proceedings of the Conference on Neural Information Processing Systems Workshops (NeurIPSW), 2018 mehr… BibTeX
  • Xu, Yusheng.; Sun, Zhenghao.; Boerner, Richard.; Koch, Tobias.; Hoegner, Ludwig.; Stilla, Uwe: Generation of Ground Truth Datasets for the Analysis of 3D Point Clouds in Urban Scenes Acquired via Different Sensors. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS) XLII-3, 2018, 2009-2015 mehr… BibTeX
  • Shi, Yilei; Zhu, Xiao Xiang; Bamler, Richard: Non-Local Compressive Sensing Based SAR Tomography. IEEE Transactions on Geoscience and Remote Sensing, 2018 mehr… BibTeX
  • Bittner, Ksenia; d’Angelo, Pablo; Körner, Marco; Reinartz, Peter: DSM-to-LoD2: Spaceborne Stereo Digital Surface Model Refinement. Remote Sensing 10 (12), 2018 mehr… BibTeX
  • Bittner, Ksenia; Körner, Marco: Automatic Large-Scale 3D Building Shape Refinement Using Conditional Generative Adversarial Networks. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018 mehr… BibTeX