光笔式双目视觉测量系统标定技术研究

熊鑫;孙冬梅;范文;徐海鹏

应用光学 ›› 2015, Vol. 36 ›› Issue (5) : 784-790.

应用光学 ›› 2015, Vol. 36 ›› Issue (5) : 784-790. DOI: 10.5768/JAO201536.0503004

光笔式双目视觉测量系统标定技术研究

  • 熊鑫,孙冬梅,范文,徐海鹏
作者信息 +

Calibration technique of binocular vision measurementsystem using light pen

  • Xiong Xin,Sun Dong-mei,Fan Wen,Xu Hai-peng
Author information +
文章历史 +

摘要

针对光笔式双目视觉测量系统的标定问题,讨论了关于相机内参、双相机外参以及测量笔的相关标定理论,开发了一整套基于LabVIEW的标定系统。运用张氏平面标定法实现了相机内参标定。结合基于标准长度的外部参数标定方法,实现了双相机外参数标定。运用粒子群算法和LM算法相结合,加快了目标函数高维寻优速度。在测量笔标定环节,提出了一种基于最小二乘法的现场校准方法。标定系统完成了后期开展相关测量前的所有准备工作,具有较高的精度和实用性。在测量系统标定结果基础上对直径25 mm标准陶瓷球进行测量,测量结果标准差达到0.019 mm。

Abstract

Aiming at the calibration problem of the binocular vision measurement system using a light pen, the theory about the calibration of camera intrinsic parameters, double-camera extrinsic parameters and measuring pen was discussed. At the same time, the whole calibration system based on LabVIEW was developed. The camera intrinsic parameters calibration wasachieved by using Zhang plane calibration method,while the double-camera extrinsic parameters calibration was achieved by the method based on standard length. Using the method combining the particle swarm optimization with the Levenberg-Marquard(LM) algorithm, the high-dimensional optimization target function was speeded up effectively. In the process of measuring pen calibration, a very convenient field calibration method based on least square was proposed. The calibration system could complete all the preparation work before the relevant measurement. It has high precision and practicability. Based on the calibration results of measurement system, the standard deviation of test result for the 25 mm diameter standard ceramic ball is 0.019 mm.

关键词

标定 / 外部参数 / 粒子群算法 / LM算法 / 内部参数 / 双目视觉

Key words

intrinsic parameters / binocular vision / calibration / particle swarm optimization / LM algorithm / extrinsic parameters

引用本文

导出引用
熊鑫, 孙冬梅, 范文, 徐海鹏. 光笔式双目视觉测量系统标定技术研究. 应用光学. 2015, 36(5): 784-790 https://doi.org/10.5768/JAO201536.0503004
Xiong Xin, Sun Dong-mei, Fan Wen, Xu Hai-peng. Calibration technique of binocular vision measurementsystem using light pen. Journal of Applied Optics. 2015, 36(5): 784-790 https://doi.org/10.5768/JAO201536.0503004

基金

江苏省人事厅江苏省博士后资助计划(1201012C)

参考文献

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