Single-Image Super Resolution via a Statistical Model

The work reported in this paper describes a scheme for single image super-resolution using a statistical prediction model based on sparse representations of low and high resolution image patches. The following freely available package contains our Matlab code to apply the suggested scheme on any test image in one of three scenarios (blur kernel and scale factor) considered in the above-mentioned paper. Please note that the training part of the code is not released in this package, since it is much heavier to run.