Huaizhong Lin*

Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and Diffusion Model

"Current video deblurring methods have limitations in recovering high-frequency information since the regression losses are conservative with high-frequency details. Since Diffusion Models (DMs) have strong capabilities in generating high-frequency details, we consider introducing DMs into the video…