zsameem / dpsr

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)

Single Image Super-Resolution with Plug and Play Optimization

main.py is the main script to estimate super-resolved images. Unfortunately not much documentation is available and paths to files are hardcoded in the code so you will have to modify the code to get it to work.

Based on

A Comparative Study of PnP and Learning Approaches to Super-Resolution in aReal-World Setting

@inproceedings{zhang2019deep,
  title={Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels},
  author={Zhang, Kai and Zuo, Wangmeng and Zhang, Lei},
  booktitle={IEEE Conference on Computer Vision and Pattern Recognition},
  year={2019}
}