non parametric measures:

Non parametric models for the texture are expressed in terms of histograms. Some of the well known dissimilarity measures for histograms are the following. Minkowski-form distance is defined based on the norm: where and are the two distributions and . computes the city block or Manhattan distance, is the Euclidean distance and finally measures the maximal difference. Bhattacharyya distance measure