Title :
Fabric Pilling Segmentation Based on Edgeflow Algorithm
Author :
Xiao, Zhi-Tao ; Yang, Hong-wei
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;
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
DOI :
10.1109/ICMLC.2007.4370429
