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goutamgmb / NTIRE21_BURSTSR

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How do you calculate SSIM and LPIPS #25

Closed greatlog closed 3 years ago

greatlog commented 3 years ago

Hi, thanks for your great work. I am confused about some details:

  1. Is the reported PSNR in your CVPR paper AlignedPSNR or just simple PSNR?
  2. How do you calculated SSIM and LPIPS?

I will appreciate it a lot If you can help me clear these questions.

Thanks

goutamgmb commented 3 years ago

Hi,

  1. We report the AlignedPSNR on burstsr dataset in the CVPR paper.
  2. The SSIM and LPIPS are also calculated after the spatial and color alignment, as for PSNR:

Our inference code (including evaluation code) and pre-trained models are now available at https://github.com/goutamgmb/deep-burst-sr. You can check the code for more details.