现代制造工程 ›› 2017, Vol. 437 ›› Issue (2): 117-121.doi: 10.16731/j.cnki.1671-3133.2017.02.024

• 仪器仪表/检测/监控 • 上一篇    下一篇

基于图像处理技术的凸轮盘检测方法研究

王华敏, 张爱梅, 张强, 陈鹏   

  1. 郑州大学机械工程学院,郑州 450001
  • 收稿日期:2015-03-10 出版日期:2017-02-28 发布日期:2018-01-08
  • 作者简介:王华敏,硕士研究生,主要研究方向为图像处理、零件检测
    张爱梅,教授,硕士研究生导师,主要从事图形图像处理、图学理论及应用等领域的教学与科研
    张强,硕士研究生,主要研究方向为图像处理、逆向工程
    陈鹏,主要研究方向为图像处理
    E-mail:1210250035@qq.com

Research on measurement method for disk cam based onimage processing technology

Wang Huamin, Zhang Aimei, Zhang Qiang, Chen Peng   

  1. School of Mechanical Engineering,Zhengzhou University,Zhengzhou 450001,China
  • Received:2015-03-10 Online:2017-02-28 Published:2018-01-08

摘要: 为满足凸轮盘的在线检测需求,提出了基于图像处理技术的凸轮盘检测方法。首先对凸轮盘图像进行放大、形态学滤波、模糊处理、阈值分割和目标区域提取等预处理,得到凸轮盘二值图像;然后根据内轮廓最小包围矩形进行初调,根据精确直线拟合进行微调,将凸轮盘摆放至合适的角度位置;最后,完成凸轮盘回转中心坐标的求取,对凸轮盘外轮廓点进行采样后与设计值进行对比,并输出检测结果。结果表明:该方法检测效率高、操作简单,能满足凸轮盘在线检测的各项要求。

关键词: 凸轮检测, 图像处理, 角度调整, 轮廓采样

Abstract: To satisfy the demand of online detection,a new measurement method for disk cam based on image processing technology is proposed.First of all,the image is preprocessed with enlarging,morphological filtering,smoothing,threshold segmenting and object extracting,and the binary image of the disk cam is obtained.Secondly,the image is preliminarily adjusted according to the minimum bounding box of the inner contour,fine-tuned based on precisely linear fitting,to place the disk cam in proper position.Finally,the coordinates of the disk cam’s rotation center is calculated,and points in the outer contour of the disk cam are sampled to compared with design values,and the result is output after detection.The results show that it can satisfy the requirements of online detection owing to its high efficiency and simplified operation.

Key words: cam detection, image processing, angle adjustment, contour sampling

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