One of the biggest challenges in characterizing 2-D image topographies is finding a low-dimensional parameter set that can succinctly describe, not so much patterns themselves, but nature these patterns. The cluster variation method (CVM), introduced by Kikuchi 1951, characterize very local pattern distributions using configuration variables, identifying nearest-neighbor, next-nearest-neighbor,...