Repeat pattern segmentation of printed fabrics by hough transform method

被引：38
|
作者：
Kuo, CFJ [1 ]
Shih, CY [1 ]
Lee, JY [1 ]
机构：
[1] Natl Taiwan Univ Sci & Technol, Dept Polymer Engn, Intelligence Control & Simulat Lab, Taipei, Taiwan
来源：
TEXTILE RESEARCH JOURNAL | 2005年 / 75卷 / 11期
关键词：
D O I：
10.1177/0040517505058848
中图分类号：
TB3 [工程材料学]; TS1 [纺织工业、染整工业];
学科分类号：
0805 ; 080502 ; 0821 ;
摘要：
A novel approach of repeat pattern segmentation is proposed for printed fabrics. Printed fabrics are captured by a color scanner and converted into full color digital files. To classify the color segmentation and pattern elements a fuzzy C-means (FCM) clustering algorithm and a specific cluster-validity criterion are used to obtain the pattern image of printed fabric. Then, the repeat pattern segmentation of the pattern image is established by Hough transform. The experimental results have shown that this systematic method is very suitable for the analysis of the repeat pattern of printed fabrics.
引用
收藏
页码：779 / 783
页数：5
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