Modeling Gauss Markov random fields at multiple resolutions
Santhana Krishnamachari, Rama Chellappa · 2002
A multiresolution model for Gauss Markov random fields (GMRF) is presented. Based on information theoretic measures, techniques are presented to estimate the GMRF parameters of a process at coarser resolutions from the parameters at fine resolution.