56 citations · 94 across the 12 of their papers we have counts for
3 papers · 1 filter
On-board ML for Trace Gas detection in Imaging Spectroscopy data
Vít Růžička, Adam Chlus, Andrew Thorpe +1
Data collected during aerial and spaceborne imaging spectroscopy campaigns enables the detection of transient events such as trace gas emissions. However, current processing pipeli…
A Fast Methane Detection Pipeline on Board Satellites Based on Mag1c-SAS and LinkNet
Jonáš Herec, Vít Růžička, Rado Pitoňák +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…
Fully Automatic Trace Gas Plume Detection
Vít Růžička, David R. Thompson, Jay E. Fahlen +13
Future imaging spectrometers will expand contemporary data volumes by orders of magnitude, requiring automated methods to upscale labor-intensive detection of trace gas point sourc…