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Discrete Dynamics in Nature and SocietyVolume 2011 2011, Article ID 487839, 11 pages

Research ArticleFaculty of Engineering and Technology, Multimedia University, Melaka Campus, Jalan Ayer Keroh Lama, 75450 Melaka, Malaysia

Received 5 January 2011; Revised 31 March 2011; Accepted 28 May 2011

Academic Editor: B. Sagar

Copyright © 2011 Teo Lay Lian. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

This paper presents a study on a multiscale pore connectivity network derived from a sandstone image. We first convert a grayscale sandstone image into pore and grain regions. The binary pore-grain image is transformed into multiscale pore by performing morphological opening operations with increasing structuring element size. A pore connectivity network PCN, which is a skeleton network that describes the structure of pore space from multiscale pore-grain images, is extracted. The PCN can be computed by using morphological transformations with reference to three different probing rules in the form of octagon, square, and rhombus. It is observed that the length of multiscale PCN varies with the number of opening transformations. This is due to the fact that the intricacy of the pore image is reduced with the increasing cycle of opening transformations. Next, we estimate the fractal dimensions of these multiscale PCNs using box-counting method. The values obtained follow universal power-law relationships. We further analyze the relationship of multidimensional opening in quantitative manner. A rescaled formula based on the linearity of decreasing fractal dimension values of pore space is proposed. This technique is applied to estimate the fractal dimensions of a sequence of multi-dimensional sandstone image generated by morphological opening.





Autor: Teo Lay Lian

Fuente: https://www.hindawi.com/



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