3 papers
cs.CV2026
On-Orbit Real-Time Wildfire Detection Under On-Board Constraints
Matthias Rötzer, Veronika Pörtge, Martin Ickerott +6
We present a deployed system for on-orbit wildfire detection aboard a nine-satellite commercial thermal infrared constellation, operating under demanding joint constraints: sub-meg…
cs.CV2025
Learned Image Compression for Earth Observation: Implications for Downstream Segmentation Tasks
Christian Mollière, Iker Cumplido, Marco Zeulner +3
The rapid growth of data from satellite-based Earth observation (EO) systems poses significant challenges in data transmission and storage. We evaluate the potential of task-specif…
cs.CV2025
Transfer Learning for Onboard Cloud Segmentation in Thermal Earth Observation: From Landsat to a CubeSat Constellation
Niklas Wölki, Lukas Kondmann, Christian Mollière +3
Onboard cloud segmentation is a critical yet underexplored task in thermal Earth observation (EO), particularly for CubeSat missions constrained by limited hardware and spectral in…