While you are busy zooming in and out to look at a picture more carefully on your smartphone, digital zooming tries to maintain the resolution by running algorithms in the background to fill in the missing pieces (pixels) of the image. Most of these image-up scaling techniques deploy machine learning where models learn mapping (selecting…

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