现代制造工程 ›› 2024, Vol. 520 ›› Issue (1): 110-117.doi: 10.16731/j.cnki.1671-3133.2024.01.016

• 仪器仪表/检测/监控 • 上一篇    下一篇

可用于狭小空间的单目主动视觉姿态测量方法*

缪东言1, 陈念年1, 巫玲1, 陈东生2, 于长志2, 范勇1   

  1. 1 西南科技大学计算机科学与技术学院,绵阳 621010;
    2 中国工程物理研究院机械制造工艺研究所,绵阳 621999
  • 收稿日期:2023-02-20 出版日期:2024-01-18 发布日期:2024-05-29
  • 作者简介:缪东言,硕士研究生,主要研究方向为计算机视觉。E-mail:1090517957@qq.com
  • 基金资助:
    *四川省科技厅重点研发项目(2021YFG0031);四川省省级科研院所科技成果转化项目(22YSZH0021)

Monocular active vision attitude measurement method can be applied in tight spaces

MIAO Dongyan1, CHEN Niannian1, WU Ling1, CHEN Dongsheng2, YU Changzhi2, FAN Yong1   

  1. 1 Department of Computer Science and Technology,Southwest University of Science and Technology, Mianyang 621010,China;
    2 Institute of Machinery Manufacturing Technology,Chinese Academy of Engineering Physics, Mianyang 621999,China
  • Received:2023-02-20 Online:2024-01-18 Published:2024-05-29

摘要: 在狭小空间智能装配时,需要测量基准面姿态;但现有姿态测量设备尺寸较大或需要附加扫描运动机构,存在装置难以部署等问题,故提出一种适用于狭小空间的基于双线激光的单目主动视觉姿态测量方法。首先提取出线激光中心点进行光平面标定;接着根据中心投影关系,计算出光平面与像平面的转换矩阵;然后提取目标平面线激光中心点像素坐标并转换为相机坐标;最后应用RANSAC算法过滤异常点后使用最小二乘法拟合出物体平面方程,实现目标平面姿态测量。实验结果表明,滚转角测量误差平均值为0.029°,标准差为0.016°;俯仰角测量误差平均值为0.035°,标准差为0.025°。完成了在直径为170 mm、高为520 mm圆柱形腔体内的平面姿态测量,验证了方法的有效性。

关键词: 姿态测量, 视觉测量, 线激光, 单目相机, 狭小空间

Abstract: In the intelligent assembly in a narrow space,the datum surface pose needs to be measured.However,the existing attitude measurement devices have some shortcomings. For example,their sizes are large,or they require additional scanning motion mechanism. These disadvantages make devices difficult to deploy.The present study proposed a monocular active vision attitude measurement method based on two line lasers,which is suitable for the narrow space. First,the center points of the two line lasers were extracted for laser plane calibration. Second,according to the central projection relationship,the conversion matrix between the laser plane and the image plane was calculated. Then,the pixel coordinates of the line laser center point on the target plane were extracted and converted to camera coordinates.Finally,the RANSAC algorithm was applied to filter the anomalies and then the least square algorithm was used to fit the object plane equation to realize the attitude measurement of the spatial object plane.The experimental results show that the mean value of the roll angle measurement error is 0.029° and standard deviation is 0.016°. The mean value of the pitch angle measurement error is 0.035° and standard deviation is 0.025°. The validity of the method is verified by completing the plane attitude measurement in a cylindrical cavity with diameter of 170 mm and height of 520 mm using the method.

Key words: attitude measurement, vision measurement, line laser, monocular camera, confined space

中图分类号: 


版权所有 © 《现代制造工程》编辑部 
地址:北京市东城区东四块玉南街28号 邮编:100061 电话:010-67126028 电子信箱:2645173083@qq.com
本系统由北京玛格泰克科技发展有限公司设计开发 技术支持:support@magtech.com.cn
访问总数:,当日访问:,当前在线: