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

  • 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
  • Zhu, Xiao Xiang; Sun, Yao; Ge, Nan; Shi, Yilei; Wang, Yuanyuan: Towards Global 3D/4D Urban Modeling Using TanDEM-X Data. EUSAR 2018, 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
  • Shi, Yilei; Wang, Yuanyuan; Kang, Jian; Lachaise, Marie; Zhu, Xiao Xiang; Bamler, Richard: 3D reconstruction from very small TanDEM-X stacks. EUSAR 2018, 2018 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
  • 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
  • Rußwurm, Marc; Körner, Marco: Temporal Vegetation Modelling using Long Short-Term Memory Networks for Crop Identification from Medium-Resolution Multi-Spectral Satellite Images. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2017 mehr… BibTeX
  • Kang, Jian; Wang, Yuanyuan; Körner, Marco; Zhu, Xiao Xiang: Improve Multi-baseline InSAR Parameter Retrieval by Semantic Information from Optical Images. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2017 mehr… BibTeX