References & Citations
Computer Science > Computer Vision and Pattern Recognition
Title: Nearest Neighbor Classication for Classical Image Upsampling
(Submitted on 28 Mar 2024)
Abstract: Given a set of ordered pixel data in the form of an image, our goal is to perform upsampling on the data such that: the resulting resolution is improved by some factor, the final result passes the human test, having added new, believable, and realistic information and detail to the image, the time complexity for upscaling is relatively close to that of lossy upscaling implementations.
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