/USPR

U - Super Resolution Network Pytorch

Primary LanguagePython

USPR ( U Super Resolution Network)

  • Metric: PSNR
  • Metric: SSIM [1]

Resnet Outputs

  • 4.layer output: 256, 56, 56
  • 5.layer output: 512, 28, 28
  • 6.layer output: 1024, 14, 14
  • 7.layer output: 2048, 7, 7

References

  1. Wang, Zhou, et al. "Image quality assessment: from error visibility to structural similarity." IEEE transactions on image processing 13.4 (2004): 600-612.
  2. Lai, Wei-Sheng, et al. "Deep laplacian pyramid networks for fast and accurate super-resolution." Proceedings of the IEEE conference on computer vision and pattern recognition. 2017.
  3. Fast and Accurate Image Super-Resolution withDeep Laplacian Pyramid Networks
  4. s-LWSR: Super LightweightSuper-Resolution Network