3 papers
cs.CV2026
A Fast Methane Detection Pipeline on Board Satellites Based on Mag1c-SAS and LinkNet
Jonáš Herec, VÃt RůžiÄka, Rado PitoÅák +1
Methane is a potent greenhouse gas, and detecting leaks early via hyperspectral satellite imagery can help climate change mitigation efforts. Meanwhile, many existing hyperspectral…
cs.CV2025
Fast-SEnSeI: Lightweight Sensor-Independent Cloud Masking for On-board Multispectral Sensors
Jan KnÄžÃk, Jonáš Herec, Rado PitoÅák
Cloud segmentation is a critical preprocessing step for many Earth observation tasks, yet most models are tightly coupled to specific sensor configurations and rely on ground-based…
cs.CV2025
Optimizing Methane Detection On Board Satellites: Speed, Accuracy, and Low-Power Solutions for Resource-Constrained Hardware
Jonáš Herec, VÃt RůžiÄka, Rado PitoÅák
Methane is a potent greenhouse gas, and detecting its leaks early via hyperspectral satellite imagery can help mitigate climate change. Meanwhile, many existing missions operate in…