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Title: A 3D gluing defect inspection system using shape-based matching application from two cameras
Authors: Marizan, Sulaiman, Engr. Prof. Dr.
Hairol Nizam, Mohd Shah
Mohamad Haniff, Harun
Lim, Wee Teck
Mohd Noor Fakhzan, Mohd Kazim
???metadata.dc.contributor.url???: marizan@utem.edu.my
hnizam@utem.edu.my
limwt@utem.edu.my
fakhzan@unimap.edu.my
Keywords: Gaussian smoothing;Recognition rate;Region of interest;Template matching
Issue Date: 2013
Publisher: Praise Worthy Prize S.r.l.
Citation: International Review on Computers and Software, vol. 8(8), 2013, pages 1997-2004
Abstract: This research is regarding the application of a vision algorithm to identify the operations of a system in order to control the decision making concerning jobs and work pieces recognition that are to be made during system operation in real time. These paper stresses on the vision algorithm used which mainly focus on the shape matching properties to identify defects occur on the product. A new supervised defect detection approach to detect a class of defects in gluing application is proposed. Creating of region of interest in important region of object is discussed. Gaussian smoothing features in determining better image processing and template matching in differentiates between reference and tested image are proposed. This scheme provides high computational savings and results in high defect detection recognition rate. The defects are broadly classified into three classes: 1) gap defect; 2) bumper defect; 3) bubble defect. The defects occur provides with information of height (z-coordinate), length (y-coordinate) and width (xcoordinate). This information gathered from the proposed two camera vision system for conducting 3D transformation. Information gathers used in new correction technique known as Correction of Defect (CoD) where rejected object will be altered to reduce rejected object produced from the system.
Description: Link to publisher's homepage at http://www.praiseworthyprize.org/
URI: http://www.praiseworthyprize.org/latest_issues/IRECOS-latest/IRECOS_vol_8_n_8.html
http://dspace.unimap.edu.my:80/dspace/handle/123456789/35581
ISSN: 1828-6003
Appears in Collections:School of Mechatronic Engineering (Articles)
Mohd Noor Fakhzan Mohd Kazim

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