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

Kamarudin, Muhammad Zarif (2010) Development of cost efficient vision system for defects detection / Muhammad Zarif Kamarudin. UNSPECIFIED. (Unpublished)

Abstract

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. 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. The vision system developed is fully operational with human as communicator between parts inspected and results displayed through GUI. 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.

Metadata

Item Type: Other
Creators:
Creators
Email / ID Num.
Kamarudin, Muhammad Zarif
2006130869
Contributors:
Contribution
Name
Email / ID Num.
Thesis advisor
Adull Manan, Nor Fadzli
UNSPECIFIED
Subjects: T Technology > T Technology (General) > Mechanical drawing. Engineering graphics
T Technology > TK Electrical engineering. Electronics. Nuclear engineering > Scanning systems
Divisions: Universiti Teknologi MARA, Shah Alam > Faculty of Mechanical Engineering
Keywords: Vision system, defects detection, cost efficient
Date: 2010
URI: https://ir.uitm.edu.my/id/eprint/67097
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