DBPapers
DOI: 10.5593/SGEM2014/B21/S7.050

THE USE OF THE SELF-SIMILARITY DISTRIBUTION AS A DIGITAL IMAGE FEATURE IN THE PROBLEM OF CLASSIFICATION

A. Zhiznyakov, D. Privezentsev
Wednesday 1 October 2014 by Libadmin2014

References: 14th International Multidisciplinary Scientific GeoConference SGEM 2014, www.sgem.org, SGEM2014 Conference Proceedings, ISBN 978-619-7105-10-0 / ISSN 1314-2704, June 19-25, 2014, Book 2, Vol. 1, 393-398 pp

ABSTRACT
The paper deals with the description of a self-similarity feature of a digital image. New image indications characterizing the internal distribution of self-similarity and the most similar image fragments are suggested here. The algorithm of image fractal indication shaping: characteristic image fragments and self-similarity distribution nature is described in the paper. The investigation findings of the self-similarity distribution applicability in the problems of image classification are given in this paper.

Keywords: digital images, fractal image processing, images features, image classification.

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