DPSR
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019)
- Related work: DPIR
Training and testing codes for the super-resolver prior (PyTorch)
The left is the blurry LR image. The right is the super-resolved image by DPSRGAN with scale factor 4.
Run demo_test_dpsr.py to produce the following results.
Super-resolved images of LR image chip.png by DPSR with scale factors 2, 3 and 4.
Run demo_test_dpsr_real.py to produce the following results.
Requirements and Dependencies
- Spyder (Python 3.6)
- PyTorch 0.4.1
- Windows 10
Citation
@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},
pages={1671--1681},
year={2019}
}
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},
pages={1671--1681},
year={2019}
}