Application Of Defect Detection In Gluing Line Using Shape-Based Matching Approach

Harun, Mohamad Haniff and Mohd Annuar, Khalil Azha and Noordin, Aminurrashid and Che Hasan, Mohd Hanif and Mohd Ab Halim, Mohd Firdaus and Saealal, Muhammad Salihin and Ibrahim, Muhammad Fareq (2015) Application Of Defect Detection In Gluing Line Using Shape-Based Matching Approach. In: Proceedings of Mechanical Engineering Research Day 2015, 3 Mac 2015, Universiti Teknikal Malaysia Melaka.

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This paper investigates various approaches for automated inspection of gluing process using shape-based matching application. A new supervised defect detection approach to detect gap defect, bumper defect and bubble defect in gluing application is proposed. The creation of region of interest for important region of the object is further explained. The Correlation algorithm to determine better image processing result using template matching techniques is also proposed. This technique does not only reduce execution time, but also produce high accuracy in defect detection rate. The recognition efficiency will achieve more than 95% with defect’s data for further process.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Shape-based matching, Region of interest, Matching process, Template matching, Correlation
Divisions: Faculty of Engineering Technology
Depositing User: Mohamad Haniff Harun
Date Deposited: 01 Nov 2016 02:57
Last Modified: 29 Jun 2021 13:54
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