15. The method as claimed in claim 11 , wherein the known graph representable distributions are constrained by a measure of relevance of coupling terms between the plurality of pixels.
15. The method as claimed in claim 11 , wherein the known graph representable distributions are constrained by a measure of relevance of coupling terms between the plurality of pixels. 18. The method as claimed in claim 15 , wherein the measured relevance of the coupling terms between the pluralities of pixels of the corrupted image are in a constricted neighborhood of each other.