Flexible method for accurate calibration of large-scale vision metrology system based on virtual 3-D targets and laser tracker

For the purpose of obtaining high-precision in stereo vision calibration, a large-size precise calibration target, which can cover more than half of the field of view is vital. However, large-scale calibration targets are very difficult to fabricate. Based on the idea of error tracing, a high-precis...

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Main Authors: Xi Zhang, Yuanzhi Xu, Haichao Li, Lijing Zhu, Xin Wang, Wei Li
Format: Article
Language:English
Published: SAGE Publishing 2019-12-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/1729881419893516
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spelling doaj-f59c84f5243649ed9ccb55a1285e923a2020-11-25T03:52:41ZengSAGE PublishingInternational Journal of Advanced Robotic Systems1729-88142019-12-011610.1177/1729881419893516Flexible method for accurate calibration of large-scale vision metrology system based on virtual 3-D targets and laser trackerXi ZhangYuanzhi XuHaichao LiLijing ZhuXin WangWei LiFor the purpose of obtaining high-precision in stereo vision calibration, a large-size precise calibration target, which can cover more than half of the field of view is vital. However, large-scale calibration targets are very difficult to fabricate. Based on the idea of error tracing, a high-precision calibration method for vision system with large field of view by constructing a virtual 3-D calibration target with a laser tracker was proposed in this article. A virtual 3-D calibration target that covers the whole measurement space can be established flexibly and the measurement precision of the vision system can be traceable to the laser tracker. First, virtual 3-D targets by calculating rigid body transformation with unit quaternion method were constructed. Then, the high-order distortion camera model was taken into consideration. Besides, the calibration parameters were solved with Levenberg–Marquardt optimization algorithm. In the experiment, a binocular stereo vision system with the field of view of 4 × 3 × 2 m 3 was built for verifying the validity and precision of the proposed calibration method. It is measured that the accuracy with the proposed method can be greatly improved comparing with traditional plane calibration method. The method can be widely used in industrial applications, such as in the field of calibrating large-scale vision-based coordinate metrology, and six-degrees of freedom pose tracking system for dimensional measurement of workpiece, as well as robotics geometrical accuracy detection and compensation.https://doi.org/10.1177/1729881419893516
collection DOAJ
language English
format Article
sources DOAJ
author Xi Zhang
Yuanzhi Xu
Haichao Li
Lijing Zhu
Xin Wang
Wei Li
spellingShingle Xi Zhang
Yuanzhi Xu
Haichao Li
Lijing Zhu
Xin Wang
Wei Li
Flexible method for accurate calibration of large-scale vision metrology system based on virtual 3-D targets and laser tracker
International Journal of Advanced Robotic Systems
author_facet Xi Zhang
Yuanzhi Xu
Haichao Li
Lijing Zhu
Xin Wang
Wei Li
author_sort Xi Zhang
title Flexible method for accurate calibration of large-scale vision metrology system based on virtual 3-D targets and laser tracker
title_short Flexible method for accurate calibration of large-scale vision metrology system based on virtual 3-D targets and laser tracker
title_full Flexible method for accurate calibration of large-scale vision metrology system based on virtual 3-D targets and laser tracker
title_fullStr Flexible method for accurate calibration of large-scale vision metrology system based on virtual 3-D targets and laser tracker
title_full_unstemmed Flexible method for accurate calibration of large-scale vision metrology system based on virtual 3-D targets and laser tracker
title_sort flexible method for accurate calibration of large-scale vision metrology system based on virtual 3-d targets and laser tracker
publisher SAGE Publishing
series International Journal of Advanced Robotic Systems
issn 1729-8814
publishDate 2019-12-01
description For the purpose of obtaining high-precision in stereo vision calibration, a large-size precise calibration target, which can cover more than half of the field of view is vital. However, large-scale calibration targets are very difficult to fabricate. Based on the idea of error tracing, a high-precision calibration method for vision system with large field of view by constructing a virtual 3-D calibration target with a laser tracker was proposed in this article. A virtual 3-D calibration target that covers the whole measurement space can be established flexibly and the measurement precision of the vision system can be traceable to the laser tracker. First, virtual 3-D targets by calculating rigid body transformation with unit quaternion method were constructed. Then, the high-order distortion camera model was taken into consideration. Besides, the calibration parameters were solved with Levenberg–Marquardt optimization algorithm. In the experiment, a binocular stereo vision system with the field of view of 4 × 3 × 2 m 3 was built for verifying the validity and precision of the proposed calibration method. It is measured that the accuracy with the proposed method can be greatly improved comparing with traditional plane calibration method. The method can be widely used in industrial applications, such as in the field of calibrating large-scale vision-based coordinate metrology, and six-degrees of freedom pose tracking system for dimensional measurement of workpiece, as well as robotics geometrical accuracy detection and compensation.
url https://doi.org/10.1177/1729881419893516
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