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A color phase shift profilometry for the fabric defect detection

Authors :
Jiangtao Xi
Teng-da Zhu
Yu-lan Chang
Xing Guangxin
Limei Song
Zong-yan Li
Peng-qiang Wang
Source :
Optoelectronics Letters. 10:308-312
Publication Year :
2014
Publisher :
Springer Science and Business Media LLC, 2014.

Abstract

For fabric defect identification in the textile industry, a three-dimensional (3D) color phase shift profilometry (CPSP) method is proposed. The detecting system is mainly composed of one CCD camera and one digital-light-processing (DLP) projector. Before detection, the system should be calibrated to make sure the camera parameters. The CPSP color grating is projected to the measured fabric by DLP projector, and then it is collected by CCD camera to obtain the grating phase. The 3D measurement can be completed by the grating phase difference. In image acquisition, only invariable grating is projected to the object. In order to eliminate the interference from background light during the image acquisition, the brightness correction method is researched for improving the detection accuracy. The experimental results show that the false rate of detecting the fabric defects is 5.78%, the correct rates of detecting the fabric defects of hole and qualified fabric are both 100%, and the correct rates of detecting the fabric defect of scratch and fold are 98% and 96%, respectively. The experiment proves that the proposed method can accurately identify fabric defects.

Details

ISSN :
19935013 and 16731905
Volume :
10
Database :
OpenAIRE
Journal :
Optoelectronics Letters
Accession number :
edsair.doi...........9d75743446b3e5bb37b47d82320d8342
Full Text :
https://doi.org/10.1007/s11801-014-4065-z