基于多项式拟合的动态光截面法有源三维传感系统标定

Mikihiro Ikura, Sarthak Pathak, A. Yamashita, H. Asama
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引用次数: 2

摘要

提出了一种基于多项式拟合的动态光截面法主动式三维传感标定方法。在动态光截面法中,高速动态改变线激光的相对位置,以较低的计算成本扩大测量面积。为了进行三维传感,必须求出激光平面的方程。在本文提出的标定方法中,将一部分线激光照射在三维传感系统固定的参考平面上,得到线激光的法向量与参考平面上亮点的图像坐标的对应关系。然后,将对应关系回归到多项式函数。因此,在不考虑复杂系统模型的情况下,可以得到任意时刻线激光器的平面方程。通过对采用多项式拟合标定的动态光截面法的测量精度评价,表明以210转/分的速度旋转线激光器,可测量800 mm距离处的测量目标,平均精度为-5.94 mm,标准差为13.19 mm。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Polynomial-fitting based calibration for an active 3D sensing system using dynamic light section method
This paper proposes a polynomial-fitting based calibration method for an active 3D sensing using a dynamic light section method. In the dynamic light section method, the relative position of the line laser is dynamically changed at high speed to extend the measurement area with a low computational cost. To conduct 3D sensing, it is necessary to find the equation of the laser plane. In the proposed calibration method, a part of the line laser is irradiated on a reference plane fixed in the 3D sensing system, and correspondences between the normal vectors of the line laser and the image coordinates of the bright point on the reference plane are obtained. Then, the correspondences are regressed to a polynomial function. As a result, the plane equation of the line laser can be obtained at any given moment without considering the complicated system model. Through the measurement accuracy evaluation of the dynamic light section method calibrated by the polynomial fitting, we showed that a measurement target at a distance of 800 mm can be measured with an accuracy of an average of -5.94 mm and a standard deviation of 13.19 mm by rotating the line laser at 210 rpm.
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