Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge

1 code implementation • 16 Dec 2023 • Conghan Yue, Zhengwei Peng, Junlong Ma, Shiyan Du, Pengxu Wei, Dongyu Zhang

By leveraging the natural mean-reverting property of the generalized OU process and further eliminating the variance of its steady-state distribution through the Doob's h-transform, we achieve diffusion mappings from point to point enabling the recovery of high-quality images from low-quality ones.

Image Inpainting Image Restoration +2