Open access
Jul 2026
Evaluating GAN-Based RGB Image Translation Using ALOS-2 Polarimetric SAR Data for Agricultural Monitoring
A comparative evaluation of multiple generative adversarial network architectures for translating SAR data into realistic red, green and blue (RGB) imagery in agricultural landscapes shows that paired image-to-image translation frameworks consistently outperform unpaired approaches.
Hirofumi Shimaoka, Kan-ichiro Mochizuki, Rei Sonobe
· ISPRS Annals of the Photogra... · 0 citations