LLDiffusion: Learning degradation representations in diffusion models for low-light image enhancement

Tao Wang, Kaihao Zhang, Yong Zhang, Wenhan Luo, Björn Stenger, Tong Lu, Tae-Kyun Kim, Wei Liu

Abstract: Highlights•We propose degradation-aware diffusion model for low-light image enhancement.•We propose degradation-aware diffusion module for integrating degradation priors.•We develop a real world test dataset for evaluating real-world scenarios.