196 citations · 198 across the 4 of their papers we have counts for
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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★ 1 cited
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…