There is no widely accepted definition of texture. However, this image property can be characterized by the existence of basic primitives, whose spatial distribution creates some visual patterns defined in terms of granularity, directionality, and repetitiveness. There exist different approaches to extract and represent textures. They can be classified into space-based, frequency-based models, and texture signatures [9]. Some of methods such Co-occurrence matrix is one of the most traditional techniques for encoding texture information