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基于机器视觉的硬盘驱动架尾孔尺寸检测系统

Machine Vision System for Diameter Inspection of Tail-hole in a Hard-disk Driving Shelf

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【作者】 刘建群; 旷辉; 李仕勇; 颜发根; 丁少华;

【Author】 Liu Jianqun1,Kuang Hui1,Li Shiyong1,Yan Fagen2,Ding Shaohua3 (1Guangdong University of Technology,Guangzhou 510090; 2 Han′s Laser Co.Ltd.,Shenzhen 518057; 3Second2None Machine Vision Systems Co.Ltd,Shenzhen 518127)

【机构】 广东工业大学; 深圳市大族激光科技股份有限公司; 深圳市视觉龙科技有限公司 广州510090; 广州510090; 深圳518057; 深圳518127;

【摘要】 介绍了在大批量定制生产和检测中所需使用的硬盘驱动架尾孔的机器视觉检测系统。阐述了该机器视觉检测系统的总体设计,提出了一种改进的随机Hough变换和基于圆周点的拟合方法求取圆的直径,并给出了重复性和相关性测试的数据。检测结果表明,该检测系统具有非接触、在线实时、速度快、精度合适等优点,能实现产品的零废品生产的目标。

【Abstract】 The paper presented a machine vision system for inspecting the diameter of the tail-hole in a hard disk driving shelf which was needed in mass customization production and inspection.Its overall design was explained;the improved randomized Hough transform and the fitting algorithm based on circle-points were proposed to calculate the diameter of the tail-hole circle;the data for experiments on repeatability and correlation were given.The inspection results indicate that the machine vision system has the strengths of non-contact,online,real time,fast speed and appropriate precision,and that the objective of manufacturing zero-defect products is achieved.

【关键词】 机器视觉; Hough变换; 尾孔;
【Key words】 machine vision; Hough transform; tail-hole;
【基金】 广东省自然科学基金项目(032482);广州市科技攻关项目(050084)资助
  • 【文献出处】 机械科学与技术 ,Mechanical Science and Technology , 编辑部邮箱 ,2007年04期
  • 【分类号】TP274.4
  • 【被引频次】18
  • 【下载频次】201
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