文章基本信息

标题：Detection of Defects in Glass Using Edge Detection with Adaptive Histogram Equalization
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作者：NITIN KUMAR ; RANJIT KAUR
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2013
卷号：1
期号：6
出版社：S&S Publications
摘要：Defects in glass which show poor quality are the major problem for manufacturer in glass making industry. It isvery difficult and prone to error process to manually inspect very large size glass. The manual examination process is slow,time consuming and prone to human error. The glass detection technique using image processing provide much relief fromerror to manufacturer and also provide strength to hold in market providing best quality and low cost glass to customers. Inthis paper all types of faults are taken. The previous work has been done for only major faults or defects. Detection ofdefects is based on segmentation using edge detection using gradient approach based on sobel operator. Gray color spaceand the adaptive histogram technique are used for better contrast and it helps in detection of defects and compares it withthe help of structural similarity index (SSIM) parameter with contour detection technique.
关键词：Structural similarity Index (SSIM); Adaptive histogram equalization; gray color space; glass; image;segmentation.