Qiu-Cen Li

Physics-Constrained Diffusion for Underwater Image Restoration with Spatially Varying Background Light.

Underwater image restoration is challenging due to light absorption and scattering, which cause color distortion, low contrast, and uneven illumination. Existing methods either ignore the underwater imaging process or rely on simplified assumptions, especially treating background light as a spatially uniform component,...