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使用平面靶对标定线结构光视觉系统进行简单而精确的标定。

Simple and precise calibration of the line-structured light vision system using a planar target.

作者信息

Zhang Zimiao, Zhang Hao, Wu Yanan, Zhang Fumin

出版信息

J Opt Soc Am A Opt Image Sci Vis. 2023 Jul 1;40(7):1397-1408. doi: 10.1364/JOSAA.485907.

DOI:10.1364/JOSAA.485907
PMID:37706741
Abstract

When calibrating a line-structured light vision system using a planar target, noise easily affects the solution of the coordinates of light stripe points at the camera coordinate frame. Therefore, the planar target must be placed in the measurement space many times to capture more target images for improving calibration stability and achieving relatively high calibration accuracy. This complicates the calibration process. This paper proposes a calibration method considering the measurement baselines of a planar target. The planar target is placed only two times, and two target images are captured correspondingly. A three-point subset is made up of the two calibration points that form the measurement baseline with the longest 2D projection and any other calibration point. In this way, it is less affected by noise when using the three-point subsets to establish the equations. Then, we use the lengths of the measurement baselines provided by all three-point subsets and their 2D projections to solve the coordinates of light stripe points at the camera coordinate frame more accurately to calibrate the line-structured light vision system. Both the simulation and actual experiment results demonstrate the feasibility of our method. Based on our calibration method, the RMS error is 0.035 mm for length measurement and 0.054 mm for height measurement. Compared with other existing methods, our method needs only two target images. It can also achieve more accurate calibration results than the other methods. In addition, our calibration method increases the applicability of the line-structured light measurement method by reducing the number of target swings.

摘要

使用平面靶标对线结构光视觉系统进行标定时,噪声很容易影响相机坐标系下光条点坐标的求解。因此,必须多次将平面靶标放置在测量空间中,以采集更多的靶标图像,从而提高标定稳定性并实现较高的标定精度。这使得标定过程变得复杂。本文提出了一种考虑平面靶标测量基线的标定方法。平面靶标仅放置两次,并相应地采集两幅靶标图像。一个三点子集由两个形成具有最长二维投影的测量基线的标定 点和任意其他标定 点组成。这样,使用三点子集建立方程时受噪声的影响较小。然后,利用所有三点子集提供的测量基线长度及其二维投影,更精确地求解相机坐标系下光条点的坐标,对标定线结构光视觉系统。仿真和实际实验结果均证明了该方法的可行性。基于我们的标定方法,长度测量的均方根误差为0.035毫米,高度测量的均方根误差为0.054毫米。与其他现有方法相比,我们的方法只需要两幅靶标图像。它还能比其他方法获得更精确的标定结果。此外,我们的标定方法通过减少靶标摆动次数提高了线结构光测量方法的适用性。

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