Ronny Hänsch

Post-doctoral researcher
Lead of the "Machine Learning" team
in the Department SAR Technology
at the German Aerospace Center (DLR)

Research Interests

  • Machine Learning (Deep Learning, Random Forests)
  • Remote sensing (i.e. PolSAR images)
  • Digital image processing
  • Computer Vision
  • 3D reconstruction from images

Selected Publications

Thumbnail Deep Learning and Earth Observation to Support the Sustainable Development Goals: Current Approaches, Open Challenges, and Future Opportunities
C. Persello, J.-D. Wegner, R. Hänsch, D. Tuia, P. Ghamisi, M. Koeva, G. Camps-Valls, GRSM 2022.
Thumbnail Colorful Trees: Visualizing Random Forests for Analysis and Interpretation
R. Hänsch, P. Wiesner, S. Wendler, O. Hellwich, WACV 2019.
Thumbnail Classification of PolSAR Images by Stacked Random Forests
R. Hänsch, O. Hellwich, ISPRS International Journal of Geo-Information.
Thumbnail Skipping the real world: Classification of PolSAR images without explicit feature extraction
R. Hänsch, O. Hellwich, ISPRS Journal of Photogrammetry and Remote Sensing, in press.