VisionRefine: High-Resolution Image Recovery

Our SR duck output.

We implement three different kinds of methods, CNN, guided diffusion models, and transformer, to enhance the quality of low-resolution images. Our work enhances SRCNN, combines different diffusion sampling algorithms and guided methods, and refines the process of facial image restoration on CodeFormer.

Jiahe Huang
Jiahe Huang
Rising senior student, DS-Eng @ Umich, ECE @ SJTU

I am a rising senior student interested in computer vision and artificial intelligence for science.