Hossein Rabbani

Image interpolation using Gaussian Mixture Models with spatially constrained patch clustering

In this paper we address the problem of image interpolation using Gaussian Mixture Models (GMM) as a prior. Previous methods of image restoration with GMM have not considered spatial (geometric) distance between patches in clustering, failing to fully exploit the coherency of nearby patches. The GMM…