Texture analysis using multiresolution moments

Abstract

A new family of scale, rotation and affine transformation invariant parameters, denoted as multiresolution moments, is introduced. The basic underlying theory of this generalized and extensible family is described. Experimental results obtained by using a specific subset of this family of new parameters towards texture similarity measurement are included to illustrate the applicability and robustness of this family of parameters.