Application of Multi-Scale Morphology Gradient in the Foreign Fibers Recognition

Shou Feng Jin; Jian Chang Yuan

doi:10.4028/www.scientific.net/AMR.411.514

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HomeAdvanced Materials ResearchAdvanced Materials Research Vol. 411Application of Multi-Scale Morphology Gradient in...

Application of Multi-Scale Morphology Gradient in the Foreign Fibers Recognition

Abstract:

The extraction of edge feature is a key technology in the foreign fibers recognition. The traditional algorithm of edge detection operator is more sensitive to noise, which is unable to extract complete edge information. Based on the morphological edge detection, we can get the ideal foreign fibers edge characteristics under the condition of noise for the multi-scale structure elements, combining with inflation and corrosion operator to structure morphology gradient operator, the adjustment of morphology structure elements dimensions. Experiment results show that it has a certain feasibility and effectiveness compared to classic edge detection algorithm in the respect of restraining the noise and improving the testing precision.

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Periodical:

Advanced Materials Research (Volume 411)

Pages:

514-517

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.411.514

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Online since:

November 2011

Authors:

Shou Feng Jin, Jian Chang Yuan

Keywords:

Edge Detection, Foreign Fibers, Multi-Scale Morphology, Structure Element

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