Beyond NeRF Underwater: Learning Neural Reflectance Fields for True Color Correction of Marine Imagery

NSH 4305

Abstract: Underwater imagery often exhibits distorted coloration as a result of light-water interactions, which complicates the study of benthic environments in marine biology and geography. In this research, we propose an algorithm to restore the true color (albedo) in underwater imagery by jointly learning the effects of the medium and neural scene representations. Our approach [...]