Open access
Aug 2026
Comparison of U-Net and Attention U-Net for Binary Flood Segmentation from UAV Imagery
This study analyzes and compares two deep learning segmentation architectures, U-Net and Attention U-Net, for automatic flood area detection from UAV RGB images, establishing both as comparable practical baselines for future flood mapping research.
Fariida Aini, Muhammad Akrom, Gustina Alfa
· JOURNAL OF APPLIED INFORMATI... · 0 citations