An Adaptable $k$-Nearest Neighbors Algorithm for MMSE Image Interpolation

We propose an image interpolation algorithm that is nonparametric and learning-based, primarily using an adaptive k -nearest neighbor algorithm with global considerations through Markov random fields. The empirical nature of the proposed algorithm ensures image results that are data-driven and, hence, reflect ldquoreal-worldrdquo images well, given...