2 papers
cs.CV2025
Rethinking Video Super-Resolution: Towards Diffusion-Based Methods without Motion Alignment
Zhihao Zhan, Wang Pang, Xiang Zhu +1
In this work, we rethink the approach to video super-resolution by introducing a method based on the Diffusion Posterior Sampling framework, combined with an unconditional video di…
eess.IV2025
Image Motion Blur Removal in the Temporal Dimension with Video Diffusion Models
Wang Pang, Zhihao Zhan, Xiang Zhu +1
Most motion deblurring algorithms rely on spatial-domain convolution models, which struggle with the complex, non-linear blur arising from camera shake and object motion. In contra…