- GAN-Based Dual Image Super Resolution for Satellite Imagery Decreasing Radiometric Uncertainty. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2024, 155--162 more… BibTeX Full text ( DOI )
- Grundlagen zur automatisierten Ermittlung hochgenauer Passpunkte für CubeSat-Satellitenbilder mittels Deep-Learning-gestützter Delaunay-Triangulation basierend auf Gebäudedaten des Liegenschaftskatasters. zfv – Zeitschrift für Geodäsie, Geoinformation und Landmanagement 148 (2/2023), 2023, 66-93 more… BibTeX Full text ( DOI )
- Bayerisches Satellitennetzwerk für Fernerkundung und Biomonitoring. zfv – Zeitschrift für Geodäsie, Geoinformation und Landmanagement 148 (4/2023), 2023, 219-229 more… BibTeX Full text ( DOI )
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Overview
Scientific Management & Remote Sensing Group Lead at PRS
Main Projects
- CuBy - Satellite Network Bavaria
- 3D Crime Scene Investigation with LKA Bayern
- Aquila - Hallucination-free Mega Resolution
- Drone Lab Garmisch
CuBy - Satellite Network Bavaria
This unique project encompasses the development of a multispectral small satellite Earth observation mission for the state of Bavaria. The payload is a line scanning camera with seven + PAN spectral channels, enabling a multitude of applications in biomonitoring, search and rescue, and research.
As project lead for CuBy at PRS, I was able to accompany the mission from its early stages on.
Research areas within CuBy
- Mission design
- Payload and design evaluation
- Payload simulation
- Camera calibration
- Image registration and georeferencing
- Cloud masking
- Super resolution
- Deep Learning for Earth observation
- Applications and satellite data products
Project partners
Landesamt für Digitalisierung, Breitband und Vermessung (Bavarian Surveying Administration)
TUM Chair of Astronomical and Physical Geodesy
Zentrum für Telematik Würzburg
Other Projects
AI Detective - Cooperation with Landeskriminalamt Bayern
Research cooperation for the development of machine learning approaches for digital twins of crime scenes.
Visual Investigations - Exhibition at Pinakothek der Moderne
Support of Architectural Museum of TUM in creating an exhibition on methods of photogrammetry & remote sensing to detect, document and solve cases of human rights violations.
Exhibition: 10th October 2024 - 9th February 2025 at Pinakothek der Moderne
More information