基于远心相机的微零件几何尺寸测量方法。

IF 3.3 2区 物理与天体物理 Q2 OPTICS
Optics express Pub Date : 2025-06-02 DOI:10.1364/OE.565038
Rui Wang, Fajie Duan, Xiao Fu, Jiaxin Li
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引用次数: 0

摘要

随着数字精密制造技术的发展,半导体、电子电路、3C等领域对精密测量的需求不断增加。基于视觉的测量方法在精密测量中有着广泛的应用。然而,普通光学透镜畸变大,放大倍率可变,限制了测量精度的提高。针对这一问题,提出了一种基于远心相机的微零件几何尺寸测量方法,其中远心相机的精确标定和亚像素边缘检测是决定测量精度的关键因素。为此,提出了一种基于单幅图像的远心相机高精度标定方法,保证了标定精度,提高了标定效率。结合Steger算法的思想,提出了一种改进的Zernike矩亚像素边缘检测方法,提高了亚像素边缘的检测精度。建立了测量系统,进行了摄像机标定、系统标定和实际性能评价实验,验证了所提方法的有效性。结果表明,在2.1 mm的测量范围内,远心透镜放大倍率的相对误差为0.7%,测量结果的最大平均绝对误差为0.84μm。本文提出的方法精度高,稳定性好,可为微零件制造精度的检测提供技术支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Method for measuring geometric dimensions of micro parts based on a telecentric camera.

With the development of digital precision manufacturing technology, the demand for precision measurement is continuously increasing in fields such as semiconductors, electronic circuits, and 3C. The measurement method based on vision is widely used in precision measurement. However, an ordinary optical lens has large distortion and variable magnification, which limits the improvement of measurement accuracy. Based on this problem, a method for measuring geometric dimensions of micro parts based on a telecentric camera is proposed, where precise calibration of the telecentric camera and detection of sub-pixel edges are the key factors to determine the measurement accuracy. So, a high-precision calibration method of the telecentric camera based on a single image is proposed, which ensures the calibration accuracy and improves the calibration efficiency. Combining the idea of the Steger algorithm, an improved Zernike moment sub-pixel edge detection method is proposed to improve the detection accuracy of sub-pixel edges. Additionally, a measurement system was established to conduct the experiments of camera calibration, system calibration, and practical performance evaluation to verify the proposed method. The results demonstrated that the relative error of the magnification of a telecentric lens is 0.7%, and the maximum mean absolute error of the measurement result is 0.84μm in the measurement range of 2.1 mm. The proposed method in this paper has high precision and good stability, which can provide technical support for the inspection of the manufacturing precision of micro parts.

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来源期刊
Optics express
Optics express 物理-光学
CiteScore
6.60
自引率
15.80%
发文量
5182
审稿时长
2.1 months
期刊介绍: Optics Express is the all-electronic, open access journal for optics providing rapid publication for peer-reviewed articles that emphasize scientific and technology innovations in all aspects of optics and photonics.
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