Super-resolution from internet-scale scene matching

ICCP, pp. 1-12, 2012.

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Keywords:
image super resolutiontexture detail hallucinationimage matchingimage upsampling problempatch-based texture transfer techniquesMore(19+)

Abstract:

In this paper, we present a highly data-driven approach to the task of single image super-resolution. Super-resolution is a challenging problem due to its massively under-constrained nature - for any low-resolution input there are numerous high-resolution possibilities. Our key observation is that, even with extremely low-res input images...More

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