From Patches to Images: A Nonparametric Generative Model

Geng Ji, Michael C. Hughes, Erik B. Sudderth

Abstract: We propose a hierarchical generative model that captures the self-similar structure of image regions as well as how this structure is shared across image collections. Our model is based on a novel,...