MAV 4 BIM
Large-Scale Land Use and Land Cover Classification
Modelling the Optical Properties of Cyanobacteria

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

  • 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
  • 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) PP (99), 2017, 1--13 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
  • Chuprikova, Ekaterina; Liebel, Lukas; Meng, Liqiu: Towards Seamless Validation of Land Cover Data. International Cartographic Conference, 2017 mehr… BibTeX
  • Kang, Jian; Wang, Yuanyuan; K̈orner, Marco; Zhu, Xiao Xiang: Improve Multi-baseline InSAR Parameter Retrieval by Semantic Information from Optical Images. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2017accepted for publication 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), 2017accepted for publication 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, 2017accepted for publication mehr… BibTeX
  • Montazeri, Sina; Zhu, Xiao Xiang; Balss, Ulrich; Gisinger, Christoph; Wang, Yuanyuan; Eineder, Michael; Bamler, Richard: SAR Ground Control Point Identification with the Aid of High Resolution Optical Data. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), 2016, 3205--3208 mehr… BibTeX
  • Montazeri, Sina; Zhu, Xiao Xiang; Eineder, Michael; Bamler, Richard: Three-Dimensonal Deformation Monitoring of Urban Infrastructure by Tomographic SAR Using Multitrack TerraSAR-X Data Stacks. IEEE Transactions on Geoscience and Remote Sensing 54 (12), 2016, 6868--6878 mehr… BibTeX