Geospatial Conditional Random Fields: A Probabilistic Model for Explaining Spatial Tesselations

Abstract

This paper introduces a probabilistic method for modeling (geo-)spatial tesselations. We propose a new architecture of conditional random fields in two dimensions to estiamte the determinants of spatial groupings.