Digital image processing technology for spur gear measurement

ZHANG Shao-jun; GOU Zhong-kui; LI Qing-li; LI Zhong-fu; JIN Jian

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Digital image processing technology for spur gear measurement

更新时间：2020-08-12

- Digital image processing technology for spur gear measurement
- Optics and Precision Engineering Vol. 12, Issue 6, Pages: 619-625(2004)
- 作者机构：
  
  1. 唐山学院,河北唐山,063000
  2. 北京科技大学, 机械工程学院, 北京, 100083
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP391.41
- Received：22 September 2004，
  
  Revised：18 October 2004，
  
  Published Online：15 December 2004，
  
  Published：15 December 2004
- 稿件说明：
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张少军, 苟中魁, 李庆利, 李忠富, 金剑. 利用数字图像处理技术测量直齿圆柱齿轮几何尺寸[J]. 光学精密工程, 2004,(6): 619-625

ZHANG Shao-jun, GOU Zhong-kui, LI Qing-li, LI Zhong-fu, JIN Jian. Digital image processing technology for spur gear measurement[J]. Editorial Office of Optics and Precision Engineering, 2004,(6): 619-625
张少军, 苟中魁, 李庆利, 李忠富, 金剑. 利用数字图像处理技术测量直齿圆柱齿轮几何尺寸[J]. 光学精密工程, 2004,(6): 619-625 DOI：

ZHANG Shao-jun, GOU Zhong-kui, LI Qing-li, LI Zhong-fu, JIN Jian. Digital image processing technology for spur gear measurement[J]. Editorial Office of Optics and Precision Engineering, 2004,(6): 619-625 DOI：

摘要

研究了采用数字图像处理技术实现对直齿圆柱齿轮几何尺寸的非接触式测量.首先对CCD摄像机拍摄的图像进行畸变校正与滤波去噪

然后对图像进行阈值分割

采用基于数学形态法的四邻域腐蚀来获得单像素宽的图像边缘.针对齿轮的边缘轮廓形状特征

运用重心法、最小二乘拟合、Bresenham画圆法和Hough变换等原理

建立了测量齿轮齿数、模数、中心孔半径、齿顶圆半径、齿根圆半径和变位系数等齿轮几何尺寸参数的测量算法.使用1280×1024的CCD摄像机及黑白采集卡对分度圆直径为50mm的直齿圆柱齿轮进行测量实验

与人工测量值对比

绝对误差小于一个像素

在各测量参数中

最大尺寸的齿顶圆半径绝对误差值为13μm.研究结果表明:因为CCD摄像设备的分辨率越高、被测物体的尺寸越小

则测量精度越高

且为线性关系

所以

使用高分辨率CCD摄像设备并配备光学放大系统

可实现对高精度和微小直齿圆柱齿轮几何尺寸参数的测量.如使用1280×1024像素以上的CCD摄像设备测量分度圆直径5mm以下的直齿圆柱齿轮时

测量精度可在2μm以下.

Abstract

Non-contact measuring for spur gears using digital image processing technology is studied. At first

distortion correction and filter in the original image captured by CCD camera. Were taken account of edge image of single pixel was achieved after treatments such as threshold segmentation and four-neighborhood erosion based on mathematical morphology. As to the shape character istic of gear

some basic principles such as gravity model

least squares fit

Hough transform

and Bresenham drawing circle were applied synthetically

and the algorithm of measuring numbers of teeth

module

radius of center hole

radius of addendum circle

radius of dedendum circle

modification coefficient

etc. was established. A gear whose diameter of indexing circle is 50 mm was tested using 1280×1024 CCD camera and acquisition block

and the results indicated that absolute error of measuring value is less than a pixel compared with manual measurement; the absolute error of radius of addendum circle-the largest size in all the measuring parameters is 13 μm. The research indicates that by high resolution CCD camera and optical amplifying system

minute gear and high precision gear can be measured

because the higher the resolution of CCD camera is and the smaller the objects are

the higher the measuring precision is

what's more

they are of linear relation. When spur gears whose diameters of indexing circle are less than 5 mm are measured by CCD camera with the resolution of over 1280×1024

the precision of measurement is below than 2 μm.

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references

洪海涛,赵辉.图像技术用于零件尺寸测量的研究[J] .仪器仪表学报,2001,22(3): 213-218.HONG H T,ZHAO H. Study on the imaging technology for object measuring[J] . Chinese Journal of Scientific Instrument, 2001,22(3): 213-218.(in Chinese)

吴晓波,杨永琴. 图像测量技术的新应用[J] . 光学精密工程, 1998,6(3): 11-16.WU X B, YANG Y Q. Image measuring technique and it's development[J] . Optics and Precision Engineering, 1998,6(3): 11-16.(in Chinese)

张少军,艾矫健,李忠富,等. 利用数字图像处理技术测量几何尺寸[J] . 北京科技大学学报,2002,24(3): 284-287.ZHANG SH J, AI J J, LI ZH F, et al. Size measurement with digital image processing technology[J] . Journal of University of Science and Technology Beijing, 2002,24(3): 284-287.(in Chinese)

张少军,李庆利,李忠富,等. 基于 CCD的数字图像处理技术在机械测量领域的研究与应用[J] . 北京科技大学学报,2003,25(增刊): 132-135.ZHANG SH J, LI Q L, LI ZH F, et al. Study and application of digital image processing on CCD in industrial measurement[J] . Journal of University of Science and Technology Beijing, 2003,25(SUP): 132-135.(in Chinese)

韩思奇,王蕾. 图像分割的阈值法综述[J] . 系统工程与电子技术,2002,24(6): 91-94.HAN S Q,WANG L.A survey of thresholding methods for image segmentation[J] . Systems Engineering and Electronics, 2002,24(6): 91-94.(in Chinese)

王延杰,宋建中. 一种实时自适应图像二值化方法[J] . 光学精密工程, 1994,2(5): 17-21.WANG Y J, SONG J ZH. An Adaptive method for image binarization in real-time[J] .Optics and Precision Engineering, 1994,2(5): 17-21.(in Chinese)

苟中魁,张少军,李忠富,等. 机械零件图像二值化方法的研究[J] . 北京科技大学学报,2003,25(增刊): 16-20.GOU ZH Q, ZHANG SH J, LI ZH F, et al. Study on Binarization method for machinery pars image[J] .Journal of University of Science and Technology Beijing, 2003,25(SUP.): 16-20.(in Chinese)

苟中魁,张少军,李忠富,等. 一种Otsu阈值法的推广-Otsu双阈值法[J] . 机械,2004,31(7): 12-14.GOU ZH Q, ZHANG SH J, LI ZH F,et al. A aual threshold based on Otsu method[J] .Machinery, 2004,31(7): 12-14.(in Chinese)

赵巨波,孙华燕,杜巍. 一种图像边缘特征提取方法[J] . 光学精密工程, 2000,8(4): 325-327.ZHAO J B, SUN H Y, DU W. Edge feature extraction method for image[J] .Optics and Precision Engineering, 2000,8(4): 325-327.(in Chinese)

孔兵,王昭,谭玉山. 基于圆拟合的激光光斑中心检测算法[J] . 红外与激光工程,2002,31(3): 275-279.KONG B,WANG Z,TAN Y S. Algorithm of laser spot detection based on circle fitting[J] .Infrared and Laser Engineering, 2002,31(3): 275-279.(in Chinese)

陈榕林,陆同理.新编机械工程师手册[M] .北京:中国轻工业出版社,1994.CHENG R L,LU T L. A New editing handbook for mechanical engineering[M] . Beijing: China Light Industry Press,1994.(in Chinese)

刘桂雄,申柏华,冯云庆,等. 基于改进的Hough变换图像分割方法[J] . 光学精密工程, 2002,10(3): 257-260.LIU G X, SHEN B H, FENG Y Q, et al. Study of image segmentation based on improved Hough transform[J] . Optics and Precision Engineering, 2002,10(3): 257-260.(in Chinese)

吴晓波,钟先信,刘厚权,等. 高精度图像测量系统[J] . 光学精密工程, 1995,3(1): 28-31.WU X B.ZHONG X X,LIU H Q,et al. High accuracy image measurement system[J] . Optics and Precision Engineering, 1995,3(1): 28-31.(in Chinese)

王建民,浦昭邦,刘国栋. 提高图像测量系统精度的细分算法的研究[J] . 光学精密工程, 1998,6(4): 45-50.WANG J M, PU ZH B, LIU G D. The research of subpixel algorithms of improving the accuracy of image measuring system[J] . Optics and Precision Engineering, 1998,6(4): 45-50.(in Chinese)

吴晓波,安文斗,杨钢. 图像测量系统中的误差分析及提高测量精度的途径[J] . 光学精密工程, 1997,5(1): 133-141.WU X B, AN W D, YANG G. Error analysing and approaches of improving measuring precision in image measuring system[J] . Optics and Precision Engineering, 1997,5(1): 133-141.(in Chinese)

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