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Quality inspection of engraved image using based matching approach

The role of machine vision system as a vital component for quality control mainly in manufacturing process cannot be denied. The system is developed to overcome the discrepancy from human vision and illumination changes. This paper proposes shape-based vision algorithm, a hierarchical template-match...

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Main Authors:	Norazlina , Ahmad, Marizan, Sulaiman, Muhamad Khairi, Aripin
Format:	Conference or Workshop Item
Language:	English
Published:	2011
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utem.edu.my/id/eprint/15147/1/Quality%20inspection%20of%20engraved%20image%20using%20based%20matching%20approach254.pdf http://eprints.utem.edu.my/id/eprint/15147/
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id	my.utem.eprints.15147
record_format	eprints
spelling	my.utem.eprints.151472015-10-29T08:12:04Z http://eprints.utem.edu.my/id/eprint/15147/ Quality inspection of engraved image using based matching approach Norazlina , Ahmad Marizan, Sulaiman Muhamad Khairi, Aripin TK Electrical engineering. Electronics Nuclear engineering The role of machine vision system as a vital component for quality control mainly in manufacturing process cannot be denied. The system is developed to overcome the discrepancy from human vision and illumination changes. This paper proposes shape-based vision algorithm, a hierarchical template-matching approach that implemented in flexible manufacturing system to verify the quality of engraved image. Color and gray scale charged couple device (CCD) cameras are used to acquire engraved image for different kind of environment. The engraved image is preprocessed using image processing technique. Region of interest (ROI) is then selected and digitized into gray level to extract the contour of the object using segmentation technique. The extracted contour is used as template for object recognition during matching process. Several objects are engraved on the acrylic souvenir bases with different color background to test the algorithm. This experiment result shows that the algorithm works better with detection rate of 100% and matching accuracy of more than 98%. The approach can be applied in packaging, pharmacy, education, medical or any other areas which apply shape in their application. 2011 Conference or Workshop Item PeerReviewed text en http://eprints.utem.edu.my/id/eprint/15147/1/Quality%20inspection%20of%20engraved%20image%20using%20based%20matching%20approach254.pdf Norazlina , Ahmad and Marizan, Sulaiman and Muhamad Khairi, Aripin (2011) Quality inspection of engraved image using based matching approach. In: 2011 4th International Conference on Mechatronics (ICOM), 17-19 May 2011, Kuala Lumpur, Malaysia. (Submitted)
institution	Universiti Teknikal Malaysia Melaka
building	UTEM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknikal Malaysia Melaka
content_source	UTEM Institutional Repository
url_provider	http://eprints.utem.edu.my/
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Norazlina , Ahmad Marizan, Sulaiman Muhamad Khairi, Aripin Quality inspection of engraved image using based matching approach
description	The role of machine vision system as a vital component for quality control mainly in manufacturing process cannot be denied. The system is developed to overcome the discrepancy from human vision and illumination changes. This paper proposes shape-based vision algorithm, a hierarchical template-matching approach that implemented in flexible manufacturing system to verify the quality of engraved image. Color and gray scale charged couple device (CCD) cameras are used to acquire engraved image for different kind of environment. The engraved image is preprocessed using image processing technique. Region of interest (ROI) is then selected and digitized into gray level to extract the contour of the object using segmentation technique. The extracted contour is used as template for object recognition during matching process. Several objects are engraved on the acrylic souvenir bases with different color background to test the algorithm. This experiment result shows that the algorithm works better with detection rate of 100% and matching accuracy of more than 98%. The approach can be applied in packaging, pharmacy, education, medical or any other areas which apply shape in their application.
format	Conference or Workshop Item
author	Norazlina , Ahmad Marizan, Sulaiman Muhamad Khairi, Aripin
author_facet	Norazlina , Ahmad Marizan, Sulaiman Muhamad Khairi, Aripin
author_sort	Norazlina , Ahmad
title	Quality inspection of engraved image using based matching approach
title_short	Quality inspection of engraved image using based matching approach
title_full	Quality inspection of engraved image using based matching approach
title_fullStr	Quality inspection of engraved image using based matching approach
title_full_unstemmed	Quality inspection of engraved image using based matching approach
title_sort	quality inspection of engraved image using based matching approach
publishDate	2011
url	http://eprints.utem.edu.my/id/eprint/15147/1/Quality%20inspection%20of%20engraved%20image%20using%20based%20matching%20approach254.pdf http://eprints.utem.edu.my/id/eprint/15147/
_version_	1665905632713113600
score	13.211869

Quality inspection of engraved image using based matching approach

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