Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

question about clean-up using bicubic downsampling #26

Closed
fedral opened this issue Oct 20, 2020 · 0 comments
Closed

question about clean-up using bicubic downsampling #26

fedral opened this issue Oct 20, 2020 · 0 comments

Comments

@fedral
Copy link

fedral commented Oct 20, 2020

Hi, I have a question about clean-up section.
realSR "adopt bicubic downsampling on the real image in the source domain to remove noise and make the image sharper".

But I think bicubic downsampling preserve as much information as possible, including noise and content, but rather than "remove noise". I tested on DIV2K train image 0048.png, which has severe noise. area / bicubic / bilinear downsampled 720*720 images are compared.

image

bicubic downsampled [bottom left] same visual quaility as HR;
area downsampled [top right] eliminate most background noise;
bilinear downsampled [bottom right] slightly denoise ;

did I miss something?

@fedral fedral closed this as completed Dec 21, 2020
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant