Abstract: matlab latest paper derived engineering new co prevalence matrix in line with textons and texture orientation for rotation invariant texture classification of 2D photos. The new co incidence matrix is called as Texton and Texture Orientation Co occurrence Matrix TandTO CM. The Co prevalence Matrix CM characterizes matlab relationship between matlab values of neighboring pixels, whilst matlab histogram based options have high indexing performance. If matlab CM is used to constitute image elements at once, then matlab size might be high and matlab performance is decreased. On matlab different hand, if histogram is used to constitute image facets, matlab spatial guidance will be lost. Texture Classification in accordance with TandTO CM, integrates color, texture and edge elements of an image.