Single-Stage Signal Attenuation Diffusion Model for Low-Light Image Enhancement and Denoising

Ying Liu, Junchao Zhang, Caiyun Wu

Diffusion models excel at image restoration via probabilistic modeling of forward noise addition and reverse denoising, and their ability to handle complex noise while preserving f…