Radin Puteri Hazimah, Radin Monawir (2013) Development of vision inspection system for automotive assembled part. Project Report. UTeM, Melaka. (Submitted)
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Abstract
The Development of Vision Inspection System for Automotive Assembled Part is a project between UTeM and PHN Industry Sdn. Bhd. The main purposes of this project are to develop algorithms for vision inspection system using MATLAB and to verify the performance of vision inspection system that has been developed. Two algorithms; Coefficient Correlation (CC) and Summing Square Method using Cross Relation (SSDXCORR) have been developed and tested. Both algorithms performance have been tested by subjecting samples with different rotations and brightness. Both algorithms performance has also being verified by observing image processing time and accuracy while subjecting randomly modified images samples. Through the experimental result of this study, it is concludes that CC has better performance than SSDXCORR in term of higher accuracy and higher percentage of detection under different brightness and SSDXCORR has better performance in term of faster image processing time and higher percentage detection while subjecting variant image orientation. In a nutshell, this study has achieved its objectives.
| Item Type: | Final Year Project (Project Report) |
|---|---|
| Uncontrolled Keywords: | robot vision, vision |
| Subjects: | T Technology > T Technology (General) T Technology > TJ Mechanical engineering and machinery |
| Divisions: | Library > Final Year Project > FKP |
| Depositing User: | F Haslinda Harun |
| Date Deposited: | 12 Mar 2014 04:04 |
| Last Modified: | 28 May 2015 04:17 |
| URI: | http://digitalcollection.utem.edu.my/id/eprint/11426 |
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