DocumentCode
467790
Title
Fabric Pilling Segmentation Based on Edgeflow Algorithm
Author
Xiao, Zhi-Tao ; Yang, Hong-wei
Volume
3
fYear
2007
fDate
19-22 Aug. 2007
Firstpage
1744
Lastpage
1748
Abstract
Pilling segmentation is a key step in fabric pilling objective evaluation. Existed image processing based pilling segmentation methods often use certain information and can be used in relevant kind fabric. So the system´s practicability is not good. We use EdgeFlow algorithm for pilling segmentation, which integrates several kinds of information. Experiment results show that the segmentation effect is satisfactory. It can improve the practicability of fabric pilling objective evaluation system.
Keywords
edge detection; fabrics; image segmentation; EdgeFlow algorithm; fabric pilling objective evaluation; fabric pilling segmentation; image processing; Computer vision; Cybernetics; Fabrics; Image edge detection; Image processing; Image segmentation; Machine learning; Machine learning algorithms; Size measurement; Textile fibers; EdgeFlow; Gabor wavelet; Image segmentation; Pilling objective evaluation;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4244-0973-0
Electronic_ISBN
978-1-4244-0973-0
Type
conf
DOI
10.1109/ICMLC.2007.4370429
Filename
4370429
Link To Document