Vision Based Identification And Detection Of Initial, Mid And End Points Of Weld Seams Path In Butt-Welding Joint Using Point Detector Methods

The main challenge in using welding robot is the time taken to program robot path for a new job in low to medium volume manufacturing industries or repair work. Because of that, it is cheaper and efficient to weld the part manually. This project intends to identify and detect the initial, mid and en...

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Main Authors: Hairol Nizam, Mohd Shah, Marizan, Sulaiman, Ahmad Zaki, Shukor, Mohd Zamzuri, Ab Rashid
Format: Article
Language:English
Published: Penerbit Universiti, UTeM 2016
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Online Access:http://eprints.utem.edu.my/id/eprint/17700/2/marizan_47.pdf
http://eprints.utem.edu.my/id/eprint/17700/
http://journal.utem.edu.my/index.php/jtec/article/viewFile/1279/770
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spelling my.utem.eprints.177002021-09-14T19:31:06Z http://eprints.utem.edu.my/id/eprint/17700/ Vision Based Identification And Detection Of Initial, Mid And End Points Of Weld Seams Path In Butt-Welding Joint Using Point Detector Methods Hairol Nizam, Mohd Shah Marizan, Sulaiman Ahmad Zaki, Shukor Mohd Zamzuri, Ab Rashid T Technology (General) TK Electrical engineering. Electronics Nuclear engineering The main challenge in using welding robot is the time taken to program robot path for a new job in low to medium volume manufacturing industries or repair work. Because of that, it is cheaper and efficient to weld the part manually. This project intends to identify and detect the initial, mid and end point of weld seams path in straight line joints of stainless steel piecework which are typical to welding applications. The image piecework is snapped by charge coupled device (CCD) camera which is perpendicular between piecework. Weld seams path identification method is implemented in three stages; (1) pre-processing (2) reduced domain and (3) the weld seams path is identified. The point detection techniques is used to find the point of the images. Point detection techniques such as Harris Binominal, Harris, Lepetit and Sojka points were analyed to remove those points that does not belong to seam path. The experimental results show this systems can identify and detect weld seam path location in terms of x-y pixels coordinates. Result show that, Harris points detector is the best point detector compared to the other detectors which the identification error is around ±2.0 pixels for both coordinates which is row and column in starting and ending points of weld seams path. Penerbit Universiti, UTeM 2016-11 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/17700/2/marizan_47.pdf Hairol Nizam, Mohd Shah and Marizan, Sulaiman and Ahmad Zaki, Shukor and Mohd Zamzuri, Ab Rashid (2016) Vision Based Identification And Detection Of Initial, Mid And End Points Of Weld Seams Path In Butt-Welding Joint Using Point Detector Methods. Journal Of Telecommunication, Electronic And Computer Engineering (JTEC) , 8 (7). pp. 57-61. ISSN 2180-1843 http://journal.utem.edu.my/index.php/jtec/article/viewFile/1279/770
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 T Technology (General)
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle T Technology (General)
TK Electrical engineering. Electronics Nuclear engineering
Hairol Nizam, Mohd Shah
Marizan, Sulaiman
Ahmad Zaki, Shukor
Mohd Zamzuri, Ab Rashid
Vision Based Identification And Detection Of Initial, Mid And End Points Of Weld Seams Path In Butt-Welding Joint Using Point Detector Methods
description The main challenge in using welding robot is the time taken to program robot path for a new job in low to medium volume manufacturing industries or repair work. Because of that, it is cheaper and efficient to weld the part manually. This project intends to identify and detect the initial, mid and end point of weld seams path in straight line joints of stainless steel piecework which are typical to welding applications. The image piecework is snapped by charge coupled device (CCD) camera which is perpendicular between piecework. Weld seams path identification method is implemented in three stages; (1) pre-processing (2) reduced domain and (3) the weld seams path is identified. The point detection techniques is used to find the point of the images. Point detection techniques such as Harris Binominal, Harris, Lepetit and Sojka points were analyed to remove those points that does not belong to seam path. The experimental results show this systems can identify and detect weld seam path location in terms of x-y pixels coordinates. Result show that, Harris points detector is the best point detector compared to the other detectors which the identification error is around ±2.0 pixels for both coordinates which is row and column in starting and ending points of weld seams path.
format Article
author Hairol Nizam, Mohd Shah
Marizan, Sulaiman
Ahmad Zaki, Shukor
Mohd Zamzuri, Ab Rashid
author_facet Hairol Nizam, Mohd Shah
Marizan, Sulaiman
Ahmad Zaki, Shukor
Mohd Zamzuri, Ab Rashid
author_sort Hairol Nizam, Mohd Shah
title Vision Based Identification And Detection Of Initial, Mid And End Points Of Weld Seams Path In Butt-Welding Joint Using Point Detector Methods
title_short Vision Based Identification And Detection Of Initial, Mid And End Points Of Weld Seams Path In Butt-Welding Joint Using Point Detector Methods
title_full Vision Based Identification And Detection Of Initial, Mid And End Points Of Weld Seams Path In Butt-Welding Joint Using Point Detector Methods
title_fullStr Vision Based Identification And Detection Of Initial, Mid And End Points Of Weld Seams Path In Butt-Welding Joint Using Point Detector Methods
title_full_unstemmed Vision Based Identification And Detection Of Initial, Mid And End Points Of Weld Seams Path In Butt-Welding Joint Using Point Detector Methods
title_sort vision based identification and detection of initial, mid and end points of weld seams path in butt-welding joint using point detector methods
publisher Penerbit Universiti, UTeM
publishDate 2016
url http://eprints.utem.edu.my/id/eprint/17700/2/marizan_47.pdf
http://eprints.utem.edu.my/id/eprint/17700/
http://journal.utem.edu.my/index.php/jtec/article/viewFile/1279/770
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score 13.160551