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@ zee944
I agree that it's useful to compare different methods. I've stated I was interested in comparing super resolution to the Team Blu upscale since before the start of our discussion. The reason I was defensive is, because you claimed you could achieve the same result with sharpening and denoising, without anything to subtantiate that claim. Your upscale example is interesting, but not meaningful to the discussion, because we cannot compare the result to super resolution. The fact that details are enhanced is great, but we don't know super resolution would retrieve the same details. The methods may be complementary and retrieve different bits of information. I never stated super resolution is superior in every way to other methods, only that super resolution, when it comes to retrieving lost details, generally performs much better than most other methods, as is evident from scientific literature. However, there are other aspects to upscaling that are equally important, such as aliasing, artifacts, etc. The weaknesses of super resolution have also been discussed in this thread, and I've tried to adress them in the best way possible.