Title :
The evaluation system of fabric pilling based on image processing technique
Author :
Xiaojun, Liu ; Huabing, Han ; Yushu, Lu ; Hong, Zhao
Author_Institution :
Basis Dept., Chinese People´´s Armed Police Forces Acad., Langfan
Abstract :
Based on image processing technology, this paper constructs a fabric-pilling evaluation system in which the edge flow method is used to implement pilling segmentation of complex fabrics. Then the system extracts three characteristic parameters: the number of pilling, total area of pilling and optical volume of pilling and describes the relationship between grades. Finally, in the three-dimensional space, the grade evaluation of fabric pilling is implemented by use of the least distance method. Experiments on various fabric-pilling images show that the system has extensive applicability and good result.
Keywords :
edge detection; fabrics; feature extraction; image segmentation; textile industry; edge detection method; fabric pilling evaluation system; image processing technique; least distance method; optical volume; pilling extraction; pilling segmentation; Fabrics; Humans; Image analysis; Image edge detection; Image processing; Image segmentation; Measurement standards; Optical filters; Testing; Textile technology; characteristic parameters; edge connection; edge flow; minimum distance method; pilling extraction;
Conference_Titel :
Image Analysis and Signal Processing, 2009. IASP 2009. International Conference on
Conference_Location :
Taizhou
Print_ISBN :
978-1-4244-3987-4
DOI :
10.1109/IASP.2009.5054639
