Urban Flood Map Super-Resolution
Improved flood map resolution by +3.2 dB PSNR using GANs with pretrained CNN discriminators.
Improved urban flood map resolution by +3.2 dB PSNR using GANs in PyTorch. Optimized the discriminator with pretrained CNNs to better capture fine-grained spatial features in flood inundation maps.