Scholar
Ronny Hänsch
Google Scholar ID: mUlpUlUAAAAJ
postdoctoral research fellow, German Aerospace Center, Oberpfaffenhofen
Citations & Impact
Citations
2,575
H-index
28
i10-index
49
Publications
20
Co-authors
7
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - Deep Learning and Earth Observation to Support the Sustainable Development Goals: Current Approaches, Open Challenges, and Future Opportunities (GRSM 2022)
- - Colorful Trees: Visualizing Random Forests for Analysis and Interpretation (WACV 2019)
- - Classification of PolSAR Images by Stacked Random Forests (ISPRS International Journal of Geo-Information)
- - Skipping the real world: Classification of PolSAR images without explicit feature extraction (ISPRS Journal of Photogrammetry and Remote Sensing, in press)
Research Experience
- - Lead of the "Machine Learning" team in the Department SAR Technology at the German Aerospace Center (DLR)
- - Started as Editor in Chief of the IEEE GRS Letters on January 1, 2024
- - Gave a tutorial on "Introduction to Machine Learning" at IGARSS 2024 in July 2024
- - Co-chaired a successful EarthVision Workshop at CVPR 2024 in June 2024
- - Elected to chair the German IEEE GRSS Chapter in May 2024
- - Gave a tutorial on "Machine Learning for SAR Analysis - From fully- to self-supervised deep learning" at EuSAR 2024 in April 2024
- - Gave a keynote on "The Remote Sensing of Floods" at M2GARSS 2024 in April 2024
- - Joined an interesting panel discussion at the "Machine Learning and Data Management for Earth Observation” workshop in Berlin, Germany in March 2024
Background
- - Machine Learning (Deep Learning, Random Forests)
- - Remote sensing (i.e. PolSAR images)
- - Self-supervised Learning
- - Cross-modal Learning
