2015
Modeling Deformable Gradient Compositions for Single-Image Super-Resolution
CVPR 2015poster
We propose a single-image super-resolution method based on the gradient reconstruction. To predict the gradient field, we collect a dictionary of gradient patterns from an external set of images. We observe that there are patches representing singular primitive structures (e.g. a single edge), and n…