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I suggest to read the Adobe blogpost at https://blog.adobe.com/en/publish/2021/03/10/from-the-acr-te... instead. It has sample images side-by-side with bicubic upsampling.

Even better comparisons are in the blog post for a competing product: https://www.pixelmator.com/blog/2019/12/17/all-about-the-new... (likely the same algorithm, but using a different training set, so results will be different from what Adobes product does).

It has comparisons with nearest neighbor, bilinear and Lanczos filters and uses a slider to make it easier to see the difference.

Papers on this task: https://paperswithcode.com/task/image-super-resolution

parent Someone 5 years ago

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