Deep Learning for In-Orbit Cloud Segmentation and Classification in Hyperspectral Satellite Data

no code implementations • 13 Mar 2024 • Daniel Kovac, Jan Mucha, Jon Alvarez Justo, Jiri Mekyska, Zoltan Galaz, Krystof Novotny, Radoslav Pitonak, Jan Knezik, Jonas Herec, Tor Arne Johansen

The performance of the latest 1D CNN (1D-Justo-LiuNet) and two recent 2D CNNs (nnU-net and 2D-Justo-UNet-Simple) for cloud segmentation and classification is assessed.

Cloud Detection Computational Efficiency