Detecting texture periodicity from the cooccurrence matrix

Abstract Cooccurrence histograms have been widely used in texture and signal analysis. There have been suggestions on how to find structure and periodicity of the texture from cooccurrence histograms. A statistical property called agreement is here recommended as an indication of periodic structure. It is measured by a κ statistic.