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Optical Engineering

Rock fracture edge detection based on quaternion convolution by scale multiplication
Author(s): Jiangyan Xu; Weixing Wang; Linning Ye
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Paper Abstract

Since rock fractures have a strong impact on radionuclide transport and retention, fracture edge detection is very important for rock engineering. A number of rock specimens were sampled, and then the rock images were acquired for detecting the fracture edges. Edge detection in color images could be seen as detecting changes in a vector field. The quaternion convolution at different scales is applied. In addition, to suppress image noise, the dot product was computed at adjacent scales. At the same time, the gray-level difference was applied to obtain the monochromatic edges. To merge the merits of the quaternion convolution and the gray-level difference, the two results are combined. In this way, the thinned edges can be obtained by using modulus maximum suppression. Experimental results show that the proposed algorithm is efficient and robust for rock fracture edge detection.

Paper Details

Date Published: 1 September 2009
PDF: 7 pages
Opt. Eng. 48(9) 097001 doi: 10.1117/1.3212671
Published in: Optical Engineering Volume 48, Issue 9
Show Author Affiliations
Jiangyan Xu, Univ. of Electronic Science and Technology of China (China)
Weixing Wang, Univ. of Electronic Science and Technology of China (China)
Linning Ye, Univ. of Electronic Science and Technology of China (China)


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