基于机器视觉的位移分析新方法

Richard Neumayr, M. Harker, P. O’Leary, Johann Golser
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引用次数: 6

摘要

本文介绍了光学元件的设计与制造;校正及评价程序;连同热稳定的外壳。所有这些元素都是实现精确的光学位移和方向传感器所必需的。研究了在光学玻璃上印制的六角形和矩形点阵对入射激光束的空间散射特性,并将其作为实现半透明窗口对两个平行目标上的激光光斑成像的手段。激光光斑的位置由两台摄像机观察。从像素坐标到真实世界坐标的映射通过二元张量多项式积实现,其中校准系数以这样一种方式确定,即与光学元件相关的畸变,例如,透镜畸变得到补偿。在标定过程中明确计算了协方差传播,并用于优化多项式度的选择。这反映了系统误差和随机误差之间的权衡最小化。在一种用于机械制导控制的主动光学激光目标的设计和实现中,展示了新技术和新方法。这个测量仪器,刚性地固定在隧道掘进机(TBM)上,测量机器的方向和位置,其中非车辆参考激光束将其激光光斑投射到两个平行的目标上。基于视觉的激光光斑位置精确测量得以实现,位移误差的标准偏差为0.05 [mm],偏航和俯仰误差为0.02[度]。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
New approaches to machine vision based displacement analysis
The paper describes the design and manufacturing of optical components; calibration and evaluation procedures; together with thermally stable housings. All these elements are required for the implementation of accurate optical displacement and orientation sensors. Printed hexagonal and rectangular dot-patterns on optical glass are investigated with respect to their spatial scattering properties of an incident laser beam, and as a means of implementing semi-transparent windows to image laser spots on two parallel targets. The positions of the laser spots are observed by two cameras. The mapping from pixel coordinates to real world coordinates is implemented via a bivariate tensor polynomial product, whereby the calibration coefficients are determined in a manner such that the distortion associated with the optical component, e.g., lens distortion is compensated. The covariance propagation is explicitly computed for the calibration process and used to optimize the selection of the polynomial degree. This reflects the trade-off minimizing between the systematic and stochastic errors. The new technique and methods are demonstrated in the design of and implementation of an active optical laser target for machine guidance control. This measurement instrument, rigidly fixed on a Tunnel Boring Machine (TBM), measures the orientation and position of the machine where an off-vehicle reference laser beam is projecting its laser spots on two parallel targets. Precise vision-based measurements of the laser spot positions are achieved, yielding a standard deviation of the displacement error of 0.05 [mm] and for yaw and pitch of 0.02 [degree].
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