基于机器视觉的轴承套圈漏车加工工序的检测方法
王恒迪1,孙二东1,刘翠萍2
(1.河南科技大学 机电工程学院,河南 洛阳 471003;2.一拖(洛阳)车桥有限公司,河南 洛阳 471000)
摘要:在轴承套圈生产中,由于人为或机器的原因,有些产品会出现漏掉车加工工序的现象。为了提高产品的质量,杜绝残次品流向市场,提出了一种基于图像处理技术的自动检测方法,通过对轴承套圈的图像分析和判断,实现对残次品的自动识别。经过实验,该方法具有速度快、准确率高、适应性强的特点,用于企业生产中将会有效地提高产品检测的效率和准确性,从而提高企业经济效益。
关键词:机器视觉;图像处理;图像识别;自动检测
中图分类号:TP274+.3          文献标志码:A         文章编号:1006-0316 (2013) 09-0067-04
The method of detecting missing turning operation of bearing ring based on machine view
WANG Heng-di1,SUN Er-dong1,LIU Cui-ping2
( 1.School of Mechanical Science and Engineering, Henan University of Science & Technology, Luoyang 471003, China; 2.YTO (Luoyang) Axle Co., Ltd, Luoyang 471000, China )
Abstract:In bearing ring production, due to human or machine factors, some products will miss turning operation. In order to improve product quality, eliminate the defective products into the market, an automatic detection method based on machine vision technology is proposed. This method based on the analysis and jugemengt of the image of the bearing rings, to achieve the automatic identification of defective goods. Through the experiment, the method has fast speed, high accuracy rate, strong adaptability. It will effectively improve product detection efficiency and accuracy for enterprise production, so as to improve the economic efficiency of enterprises.
Key words:machine vision;image processing;image analysis;automatic detection

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收稿日期:2013-03-11
作者简介:王恒迪(1974-),男,河南洛阳人,硕士,副教授,主要研究方向为机器视觉、智能测试系统与仪器。
 

 

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