Machine Vision and Deep Learning based Rubber Gasket Defect Detection

Machine Vision and Deep Learning based Rubber Gasket Defect Detection

This study develops an automated optical inspection system for silicone rubber gaskets using traditional rule-based and deep learning detection techniques. The specific object of interest is a 5 mm × 10 mm × 5 mm  mobile device power supply connector gasket that provides protection against foreign...

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Bibliographic Details
Main Authors: Chao-Ching Ho, Eugene Su, Po-Chieh Li, Matthew J. Bolger, Huan-Ning Pan
Format: Article
Language:English
Published: Taiwan Association of Engineering and Technology Innovation 2020-04-01
Series:Advances in Technology Innovation
Subjects:
traditional rule-based strategy
deep learning
convolutional neural networks (CNN)
image recognition
image processing
deep residual learning
Online Access:http://ojs.imeti.org/index.php/AITI/article/view/4278

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http://ojs.imeti.org/index.php/AITI/article/view/4278

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