Super-resolution from internet-scale scene matching
ICCP, pp. 1-12, 2012.
image super resolutiontexture detail hallucinationimage matchingimage upsampling problempatch-based texture transfer techniquesMore(19+)
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
Full Text (Upload PDF)
PPT (Upload PPT)