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

  • 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. arXiv preprint arXiv:1803.06904, 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
  • Chuprikova, Ekaterina; Liebel, Lukas; Meng, Liqiu: Towards Seamless Validation of Land Cover Data. International Cartographic Conference, 2017 mehr… BibTeX
  • Zhuo, Xiangyu; Koch, Tobias; Kurz, Franz; Fraundorfer, Friedrich; Reinartz, Peter: Automatic UAV Image Geo-Registration by Matching UAV Images to Georeferenced Image Data. Remote Sensing 9 (4), 2017 mehr… BibTeX
  • Kang, Jian; Wang, Yuanyuan; Körner, Marco; Zhu, Xiao Xiang: Robust Object-Based Multipass InSAR Deformation Reconstruction. IEEE Transactions on Geoscience and Remote Sensing (TGRS) 8 (55), 2017, 4239--4251 mehr… BibTeX
  • Ansari, Homa; Zan, Francesco De; Bamler, Richard: Sequential Estimator: Toward Efficient InSAR Time Series Analysis. IEEE Transactions on Geoscience and Remote Sensing 55 (10), 2017, 5637--5652 mehr… BibTeX
  • Liebel, Lukas: Deep Convolutional Neural Networks for Semantic Segmentation of Multispectral Sentinel-2 Satellite Imagery: An Open Data Approach to Large-Scale Land Use and Land Cover Classification. 2017 mehr… BibTeX
  • Göritz, Anna; Hoesslin, Stefan von; Hundhausen, Felix; Gege, Peter: Envilab: Measuring phytoplankton in-vivo absorption and scattering properties under tunable environmental conditions. Opt. Express 25 (21), 2017, 25267--25277 mehr… BibTeX
  • Rußwurm, Marc; Körner, Marco: Multitemporal Crop Identification from Medium-Resolution Multi-Spectral Satellite Images based on Long Short-Term Memory Neural Networks. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS) XLII-1/W1, 2017, 551--558 mehr… BibTeX
  • Kang, Jian; Wang, Yuanyuan; Körner, Marco; Zhu, Xiao Xiang: Robust Object-based Multi-Baseline InSAR. Advances in the Science and Applications of SAR Interferometry and Sentinel-1 InSAR (FRINGE), 2017 mehr… BibTeX