Haohui Zhou

Residual Diffusion Deblurring Model for Single Image Defocus Deblurring

Defocus deblurring is a challenging task due to the spatially varying nature of defocus blur with multiple plausible solutions of a single given image. However, most existing methods falter when faced with extensive and variable defocus blur, either ignoring it or relying on additional loss function…