Title :
The design of glass crack detection system based on image preprocessing technology
Author_Institution :
Dept. of Inf. Eng., Tangshan Coll., Tangshan, China
Abstract :
This paper Put forward a glass crack detection algorithm based on digital image processing technology, obtain identification information of glass surface crack image by making use of pre-processing, image segmentation, feature extraction on the glass crack image, calculate the target area and perimeter of the roundness index to judge whether this image with a crack, make use of Visual Basic6.0 programming language to impolder the crack detection system, achieve the function of each part in crack detection process.
Keywords :
Visual BASIC; automatic optical inspection; crack detection; feature extraction; glass; image segmentation; production engineering computing; Visual Basic6.0 programming language; crack detection process; digital image processing technology; feature extraction; glass crack detection algorithm; glass crack detection system design; glass surface crack image; identification information; image preprocessing technology; image segmentation; roundness index perimeter; Feature extraction; Glass; Image edge detection; Image segmentation; Maximum likelihood detection; Nonlinear filters; Crack detection; Glass; Image preprocessing;
Conference_Titel :
Information Technology and Artificial Intelligence Conference (ITAIC), 2014 IEEE 7th Joint International
Print_ISBN :
978-1-4799-4420-0
DOI :
10.1109/ITAIC.2014.7065001
