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Deep Plug-and-Play Image Restoration (PyTorch)

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DPIR

The Deep Denoiser

  • Network architecture

  • Grayscale image denoising

  • Color image denoising

Image Deblurring

Single Image Super-Resolution

Color Image Demosaicing

Citation

@article{zhang2020plug,
  title={Plug-and-Play Image Restoration with Deep Denoiser Prior},
  author={Zhang, Kai and Li, Yawei and Zuo, Wangmeng and Zhang, Lei and Van Gool, Luc and Timofte, Radu},
  journal={arXiv preprint},
  year={2020}
}

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  • Python 100.0%