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

  • Koch, Tobias; Liebel, Lukas; Fraundorfer, Friedrich; Körner, Marco: Evaluation of CNN-based Single-Image Depth Estimation Methods. arXiv preprint arXiv:1805.01328, 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
  • Liebel, Lukas; Körner, Marco: Auxiliary Tasks in Multi-task Learning. arXiv preprint arXiv:1805.06334, 2018 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
  • Azimi, Seyed Majid; Vig, Eleonora; Bahmanyar, Reza; Körner, Marco; Reinartz, Peter: Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery. arXiv preprint arXiv:1807.02700, 2018 mehr… BibTeX
  • Rußwurm, Marc; Körner, Marco: Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders. ISPRS International Journal of Geo-Information 7 (4), 2018, 129 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
  • Aigner, Sandra; Körner, Marco: FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing Autoencoder GANs. arXiv preprint arXiv:1810.01325, 2018 mehr… BibTeX
  • 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