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

  • 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
  • Aigner, Sandra; Körner, Marco: FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing GANs. arXiv preprint arXiv:1810.01325, 2018 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
  • 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
  • Shi, Yilei; Li, Qingyu; Zhu, Xiao Xiang: Building Footprint Generation using Improved Generative Adversarial Networks. IEEE Geoscience and Remote Sensing Letters, 2018 mehr… BibTeX
  • Shi, Yilei; Zhu, Xiao Xiang; Yin, Wotao; Bamler, Richard: A fast and accurate basis pursuit denoising algorithm with application to super-resolving tomographic SAR. IEEE Transactions on Geoscience and Remote Sensing, 2018 mehr… BibTeX
  • Zhu, Xiao Xiang; Baier, Gerald; Lachaise, Marie; Shi, Yilei; Adam, Fathalrahman; Bamler, Richard: Potential and Limits of Non-local Means InSAR Filtering for TanDEM-X High-resolution DEM Generation. Remote Sensing of Environment, 2018 mehr… BibTeX
  • Ge, Nan; Gonzalez, Fernando Rodriguez; Wang, Yuanyuan; Shi, Yilei; Zhu, Xiao Xiang: Spaceborne Staring Spotlight SAR Tomography-A First Demonstration with TerraSAR-X. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018 mehr… BibTeX