Use of characteristic image segments in tasks of digital image processing

The self-similarity of a digital image is described. New image features that characterize the internal distribution of self-similarity and the image segments with the highest similarity are proposed. An algorithm for generating fractal features of images (characteristic image segments and self-similarity distribution) is described. The results of investigating the possibility of using the self-similarity distribution in image classification problems are presented.