3 papers
cs.LG2026
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…
cs.CV2026
Real-time physics inversion for retrieval of sub-pixel wildfire temperatures from VSWIR imaging spectroscopy
William R. Keely, Philip G. Brodrick, Katherine Mistick +3
In this work, we present a wildfire temperature retrieval framework for VSWIR imaging spectroscopy data, employed on data from NASA's Airborne Visible Infrared Imaging Spectrometer…
cs.LG2026
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…