Machine vision application in manufacturing : inspection of dimensions
Other Title(s)
تطبيق ألة الرؤية في التصنيع : فحص الأبعاد
Author
Source
The Iraqi Journal for Mechanical and Materials Engineering
Issue
Vol. 16, Issue 3 (30 Sep. 2016), pp.268-284, 17 p.
Publisher
University of Babylon College of Engineering
Publication Date
2016-09-30
Country of Publication
Iraq
No. of Pages
17
Main Subjects
Abstract EN
Computers have been used for numerous applications involving the automatic or semiautomatic recognition of patterns in image.
Advanced manufacturing system requires automated inspection and test method to increase production and yield best quality of product.
Methods are available today is machine vision.
Machine vision systems are widely used today in the manufacturing industry for inspection and sorting application.
The objective of this paper is to apply machine vision technology for measuring geometric dimension of an automotive part.
Vision system usually requires reprogramming or parameterization of software when it has to be configured for a part or product.
A web camera used to capture an image of an automotive part that has been chosen.
In the machine vision, Matlab software is used to develop an algorithm to measure a geometric dimension of the part.
The measurement system has been calibrated using gauge block.
This work considers the factor influencing parameters on accuracy and precision of calibration as the pixels were used to perform the unit of measurement.
This measurement has been performed by the conversion through the equation of the image processing.
Formulation of the calibration is important from unit in pixel to mm taking into account the perfective effect of the camera view.
Finally the measurement system has been tested for accuracy and precision.
American Psychological Association (APA)
Sallum, Mahir Yahya. 2016. Machine vision application in manufacturing : inspection of dimensions. The Iraqi Journal for Mechanical and Materials Engineering،Vol. 16, no. 3, pp.268-284.
https://search.emarefa.net/detail/BIM-779522
Modern Language Association (MLA)
Sallum, Mahir Yahya. Machine vision application in manufacturing : inspection of dimensions. The Iraqi Journal for Mechanical and Materials Engineering Vol. 16, no. 3 (2016), pp.268-284.
https://search.emarefa.net/detail/BIM-779522
American Medical Association (AMA)
Sallum, Mahir Yahya. Machine vision application in manufacturing : inspection of dimensions. The Iraqi Journal for Mechanical and Materials Engineering. 2016. Vol. 16, no. 3, pp.268-284.
https://search.emarefa.net/detail/BIM-779522
Data Type
Journal Articles
Language
English
Notes
Text in English ; abstracts in English and Arabic.
Record ID
BIM-779522