Measurement of yarn hairiness by digital image processing

被引:45
|
作者
Guha, Anirban [1 ]
Amarnath, C. [1 ]
Pateria, S. [1 ]
Mittal, R. [1 ]
机构
[1] Indian Inst Technol, Dept Mech Engn, Bombay 400076, Maharashtra, India
关键词
hairiness; digital image; edge detection; microscope; camera;
D O I
10.1080/00405000802346412
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
In their effort to measure yarn hairiness at high speed, the commercially available yarn hairiness testers resort to indirect techniques. Measurement of true length of all hairs can only be done by observing the yarn under a microscope and obtaining a trace of hairs. An attempt was made in this work to automate this task using digital image processing. The challenges were two-fold. The first was development of an algorithm capable of analysing yarn images taken under varying lighting conditions and varying yarn positions. The second was determination of minimum requirement of the image-capturing instrument. Both of these have been reported in this work. A new hairiness index has been proposed and suggested as a better indicator of hairiness than the traditional definition.
引用
收藏
页码:214 / 222
页数:9
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