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About noise about dcls-sr HOT 4 OPEN

megvii-research avatar megvii-research commented on July 23, 2024
About noise

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Algolzw avatar Algolzw commented on July 23, 2024

As the same as previous works such as KernelGAN, IKC, and DAN, we didn't add noises in the anisotropic setting. However, if you want to evaluate our method on noisy images, you should modify the setting (in the options file) as follows and re-train the model:

degradation:
  random_kernel: True
  ksize: 21
  code_length: 10
  sig_min: 0.2
  sig_max: 4.0
  rate_iso: 1.0
  random_disturb: false
  ######### add noises ###########
  noise: True
  # noise_high: 0.0588 # noise level 15: 15 / 255.
  noise_high: 0.1176 # noise level 30: 30 / 255.
  ################################

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xiab3369 avatar xiab3369 commented on July 23, 2024

1656334018653

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xiab3369 avatar xiab3369 commented on July 23, 2024

It's different from what you describe in the paper?

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Algolzw avatar Algolzw commented on July 23, 2024

@xiab3369 Thanks for pointing it out! This is my writing mistake that the noises are only added to the isotropic setting as shown in Table 2. I will be happy to revise it in a new ArXiv version.

And if you want to try some additional experiments on noises, you could just modify the options file as I mentioned above. Thanks again and good luck!

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