2 papers
cs.LG2025
Hyperspectral Variational Autoencoders for Joint Data Compression and Component Extraction
Core Francisco Park, Manuel Perez-Carrasco, Caroline Nowlan +1
Geostationary hyperspectral satellites generate terabytes of data daily, creating critical challenges for storage, transmission, and distribution to the scientific community. We pr…
cs.CV2025
Deep Learning for Clouds and Cloud Shadow Segmentation in Methane Satellite and Airborne Imaging Spectroscopy
Manuel Perez-Carrasco, Maya Nasr, Sebastien Roche +12
Effective cloud and cloud shadow detection is a critical prerequisite for accurate retrieval of concentrations of atmospheric methane (CH4) or other trace gases in hyperspectral re…