Modeling a Random Field by Two-Dimensional AR Process and its Application to Texture Analysis

This paper deals with a method for the texture segmentation or classification using two-dimensional AR model. We propose a new distance measure which shows the statistical difference between two textures based on Kullback information. Finally, the effectiveness of the present algorithm is shown by numerical examples.