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Development of a cost efficient vision system for defects detection / Muhammad Zarif Kamarudin

Vision system is one of the most approached systems in industrial automation for replacing manual inspection procedure done by human inspector. A machine vision system is use in many applications such as parts sortation, defect detection, object recognition and parts counting. A vision system consis...

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Bibliographic Details
Main Author: Kamarudin, Muhammad Zarif
Format: Monograph
Language:English
Published: 2010
Subjects:
Mechanical drawing. Engineering graphics
Scanning systems
Online Access:https://ir.uitm.edu.my/id/eprint/67098/1/67098.pdf
https://ir.uitm.edu.my/id/eprint/67098/
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spelling my.uitm.ir.670982022-09-21T06:19:22Z https://ir.uitm.edu.my/id/eprint/67098/ Development of a cost efficient vision system for defects detection / Muhammad Zarif Kamarudin Kamarudin, Muhammad Zarif Mechanical drawing. Engineering graphics Scanning systems Vision system is one of the most approached systems in industrial automation for replacing manual inspection procedure done by human inspector. A machine vision system is use in many applications such as parts sortation, defect detection, object recognition and parts counting. A vision system consists of image acquisition and image analysis procedure to obtain and manipulate the image into a decision. Programming software is required in order to execute the image acquisition and image analysis algorithm. In this project, MATLAB platform is used to program the entire algorithm furthermore implementing Graphical User Interface to communicate between the vision system and the user. A full programming documentation was done based on programming body modification and improvement. This need to be done due to the fact that further improvement of this project will need the coding history on how the algorithm being developed thus documentation is the common practice in programming stage. Enhancement on image processing algorithm can greatly contributes to improvements. The further improvements can be made through lighting design, adding image enhancement algorithm and decision algorithm. 2010 Monograph NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/67098/1/67098.pdf Development of a cost efficient vision system for defects detection / Muhammad Zarif Kamarudin. (2010) Other. UNSPECIFIED. (Unpublished)
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Mechanical drawing. Engineering graphics
Scanning systems
spellingShingle Mechanical drawing. Engineering graphics
Scanning systems
Kamarudin, Muhammad Zarif
Development of a cost efficient vision system for defects detection / Muhammad Zarif Kamarudin
description Vision system is one of the most approached systems in industrial automation for replacing manual inspection procedure done by human inspector. A machine vision system is use in many applications such as parts sortation, defect detection, object recognition and parts counting. A vision system consists of image acquisition and image analysis procedure to obtain and manipulate the image into a decision. Programming software is required in order to execute the image acquisition and image analysis algorithm. In this project, MATLAB platform is used to program the entire algorithm furthermore implementing Graphical User Interface to communicate between the vision system and the user. A full programming documentation was done based on programming body modification and improvement. This need to be done due to the fact that further improvement of this project will need the coding history on how the algorithm being developed thus documentation is the common practice in programming stage. Enhancement on image processing algorithm can greatly contributes to improvements. The further improvements can be made through lighting design, adding image enhancement algorithm and decision algorithm.
format Monograph
author Kamarudin, Muhammad Zarif
author_facet Kamarudin, Muhammad Zarif
author_sort Kamarudin, Muhammad Zarif
title Development of a cost efficient vision system for defects detection / Muhammad Zarif Kamarudin
title_short Development of a cost efficient vision system for defects detection / Muhammad Zarif Kamarudin
title_full Development of a cost efficient vision system for defects detection / Muhammad Zarif Kamarudin
title_fullStr Development of a cost efficient vision system for defects detection / Muhammad Zarif Kamarudin
title_full_unstemmed Development of a cost efficient vision system for defects detection / Muhammad Zarif Kamarudin
title_sort development of a cost efficient vision system for defects detection / muhammad zarif kamarudin
publishDate 2010
url https://ir.uitm.edu.my/id/eprint/67098/1/67098.pdf
https://ir.uitm.edu.my/id/eprint/67098/
_version_ 1744651675010859008
score 13.211869

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