# Nearest Neighbor Classification for Classical Image Upsampling

arXiv: https://arxiv.org/abs/2403.19611 · HTML: https://mlsanity.com/paper/2403.19611/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 6 references that are in the map.
- First posted on arXiv 28 Mar 2024.

## Abstract (arXiv)

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.