Development of an objective fabric pilling evaluation method. I. Characterization of pilling using image analysis

被引：15
|
作者：
Yun, Soon Young [1 ]
Kim, Sungmin [2 ]
Park, Chang Kyu [3 ]
机构：
[1] I Fash Biz Ctr, Seoul 143701, South Korea
[2] Chonnam Natl Univ, Dept Polymer & Fiber Syst Engn, Kwangju 500757, South Korea
[3] Konkuk Univ, Dept Text Engn, Seoul 143701, South Korea
来源：
FIBERS AND POLYMERS | 2013年 / 14卷 / 05期
关键词：
Pilling; Objective evaluation; Image analysis; FFT; FWT;
D O I：
10.1007/s12221-013-0832-x
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：
An objective evaluation method for woven fabric pilling has been developed using image processing and statistical analysis. Five ASTM photographic standard images were analyzed to determine a characterization method for fabric pilling. Images were filtered by various image analysis techniques such as fast Fourier transformation (FFT) and fast wavelet transformation (FWT). Three parameters including the number of pills, the total pixel area of pilling, and the sum of the gray values of pill images have been defined and extracted automatically from the images. Finally, the relationship between pilling grade and those parameters has been established by a series of statistical analyses.
引用
收藏
页码：832 / 837
页数：6
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