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

  • Aigner, Sandra; Körner, Marco: FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing GANs. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS) (tbp), 2019 mehr… BibTeX
  • Hödel, Max; Koch, Tobias; Hoegner, Ludwig; Stilla, Uwe: Monocular-Depth Assisted Semi-Global-Matching. International Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS) (tbp), 2019 mehr… BibTeX
  • Koch, Tobias; Körner, Marco; Fraundorfer, Friedrich: Automatic and Semantically-Aware 3D UAV Flight Planning for Image-Based 3D Reconstruction. Remote Sensing 11 (13), 2019 mehr… BibTeX
  • Koch, Tobias; Liebel, Lukas; Fraundorfer, Friedrich; Körner, Marco: Evaluation of CNN-Based Single-Image Depth Estimation Methods. Proceedings of the European Conference on Computer Vision Workshops (ECCV-WS), Springer International Publishing, 2019 mehr… BibTeX
  • König, Peter; Aigner, Sandra; Körner, Marco: Enhancing Traffic Scene Predictions with Generative Adversarial Networks. Proceedings of the IEEE Intelligent Transportation Systems Conference (ITSC), 2019 mehr… BibTeX
  • Rußwurm, Marc; Lefèvre, Sébastien; Courty, Nicolas; Emonet, Rémi; Körner, Marco; Tavenard, Romain: End-to-end Learning for Early Classification of Time Series. arXiv preprint arXiv:1901.10681, 2019 mehr… BibTeX
  • Liebel, Lukas; Körner, Marco: Auxiliary Tasks in Multi-task Learning. arXiv preprint arXiv:1805.06334, 2018 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
  • Azimi, Seyed Majid; Fischer, Peter; Körner, Marco; Reinartz, Peter: Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks. IEEE Transactions on Geoscience and Remote Sensing, 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