2 papers
eess.IV2024
Enhanced Control for Diffusion Bridge in Image Restoration
Conghan Yue, Zhengwei Peng, Junlong Ma +1
Image restoration refers to the process of restoring a damaged low-quality image back to its corresponding high-quality image. Typically, we use convolutional neural networks to di…
cs.CV2024
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge
Conghan Yue, Zhengwei Peng, Junlong Ma +3
Diffusion models exhibit powerful generative capabilities enabling noise mapping to data via reverse stochastic differential equations. However, in image restoration, the focus is…