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A 3D gluing defect inspection system using shape-based matching application from two cameras

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Main Authors: Marizan, Sulaiman, Engr. Prof. Dr., Hairol Nizam, Mohd Shah, Mohamad Haniff, Harun, Lim, Wee Teck, Mohd Noor Fakhzan, Mohd Kazim
Other Authors: marizan@utem.edu.my
Format: Article
Language:English
Published: Praise Worthy Prize S.r.l. 2014
Subjects:
Gaussian smoothing
Recognition rate
Region of interest
Template matching
Online Access:http://dspace.unimap.edu.my:80/dspace/handle/123456789/35581
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spelling my.unimap-355812014-06-17T01:49:15Z A 3D gluing defect inspection system using shape-based matching application from two cameras Marizan, Sulaiman, Engr. Prof. Dr. Hairol Nizam, Mohd Shah Mohamad Haniff, Harun Lim, Wee Teck Mohd Noor Fakhzan, Mohd Kazim marizan@utem.edu.my hnizam@utem.edu.my limwt@utem.edu.my fakhzan@unimap.edu.my Gaussian smoothing Recognition rate Region of interest Template matching Link to publisher's homepage at http://www.praiseworthyprize.org/ 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. 2014-06-17T01:49:15Z 2014-06-17T01:49:15Z 2013 Article International Review on Computers and Software, vol. 8(8), 2013, pages 1997-2004 1828-6003 http://www.praiseworthyprize.org/latest_issues/IRECOS-latest/IRECOS_vol_8_n_8.html http://dspace.unimap.edu.my:80/dspace/handle/123456789/35581 en Praise Worthy Prize S.r.l.
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Gaussian smoothing
Recognition rate
Region of interest
Template matching
spellingShingle Gaussian smoothing
Recognition rate
Region of interest
Template matching
Marizan, Sulaiman, Engr. Prof. Dr.
Hairol Nizam, Mohd Shah
Mohamad Haniff, Harun
Lim, Wee Teck
Mohd Noor Fakhzan, Mohd Kazim
A 3D gluing defect inspection system using shape-based matching application from two cameras
description Link to publisher's homepage at http://www.praiseworthyprize.org/
author2 marizan@utem.edu.my
author_facet marizan@utem.edu.my
Marizan, Sulaiman, Engr. Prof. Dr.
Hairol Nizam, Mohd Shah
Mohamad Haniff, Harun
Lim, Wee Teck
Mohd Noor Fakhzan, Mohd Kazim
format Article
author Marizan, Sulaiman, Engr. Prof. Dr.
Hairol Nizam, Mohd Shah
Mohamad Haniff, Harun
Lim, Wee Teck
Mohd Noor Fakhzan, Mohd Kazim
author_sort Marizan, Sulaiman, Engr. Prof. Dr.
title A 3D gluing defect inspection system using shape-based matching application from two cameras
title_short A 3D gluing defect inspection system using shape-based matching application from two cameras
title_full A 3D gluing defect inspection system using shape-based matching application from two cameras
title_fullStr A 3D gluing defect inspection system using shape-based matching application from two cameras
title_full_unstemmed A 3D gluing defect inspection system using shape-based matching application from two cameras
title_sort 3d gluing defect inspection system using shape-based matching application from two cameras
publisher Praise Worthy Prize S.r.l.
publishDate 2014
url http://dspace.unimap.edu.my:80/dspace/handle/123456789/35581
_version_ 1643797861435965440
score 13.222552

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