Towards Blind Image Restoration with Generative Diffusion Prior

DiffBIR decouples the blind image restoration problem into two stages: 1) degradation removal and 2) information regeneration, and leverages the generative ability of latent diffusion models to achieve state-of-the-art performance for blind super-resolution, blind face restoration, and blind image denoising tasks.