CVPR2023

Generative Diffusion Prior for Unified Image Restoration and Enhancement

Ben Fei, Zhaoyang Lyu, Liang Pan, Junzhe Zhang, Weidong Yang, Tianyue Luo, Bo Zhang, Bo Dai

Abstract

Figure 1. Generative Diffusion Prior (GDP) is capable of generating high-fidelity restoration across various tasks. GDP gives faithful image recovery on (a) linear and multi-linear restoration.. In addition, GDP also enables novel applications of (b) blind, non-linear, multiple-guidance, or any-size image, including low-light enhancement and HDR recovery.