Pictures of water, grass, a bed of flowers, or a pattern on a fabric contain strong examples of image texture. Many natural and man-made objects are distinguished by their texture. Brodatz [1], in his introduction to Textures: A photographic album, states “The age of photography is likely to be an age of texture.