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Rei Sonobe

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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 · 0 citations

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