Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery

Ali Jamali, Swalpa Kumar Roy, Leila Hashemi Beni, Biswajeet Pradhan, Jonathan Li, Pedram Ghamisi

Abstract: Highlights•A vision MLP mechanism and Residual connections within a U-Net.•The vision MLP substantially improves the positional information extraction.•High performances for large-scale flood mapping.•The use of vision MLP enhances segmentation performance.