Improving Content Consistency and Visual Quality of Image Super-Resolution Using Diffusion Models and Generative Adversarial Networks

The proposed CCSR method partitions the super-resolution process into structure generation using diffusion models and detail enhancement using generative adversarial networks, achieving stable and high-quality super-resolution results.