Nonlinear neighbor embedding for single image super-resolution via kernel mapping

In this paper we propose a novel nonlinear neighbor embedding method for single image super-resolution (SR). Unlike previous works, the relationship between the local geometric structures of the two manifolds constructed by low-resolution (LR) and highresolution (HR) patches are considered to be nonlinear in this paper. To achieve this goal, the original LR… CONTINUE READING