Influence of Target Layout on the Accuracy of Monocular Vision 6DOF Spatial Pose Measurement

Liu Xingtan, Hua Baocheng, Liu Qihai, Deng Loulou, Liu Jing, Tao Liqing, Wu Xiuyu, Lei Kaiyu
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Abstract

The method of pose measurement using computer monocular vision is widely used in the field of six-degree-of-freedom(6DOF) pose measurement in industry, aerospace and other fields. By analyzing the factors that affect the accuracy of monocular pose measurement, the research on the target layout of cooperative positioning is carried out. First, a sub-millimeter monocular spatial positioning simulation system is built, and the key components of the target layout are defined as Target Scale(TS) and Elevation Difference(ED); then, as the input, the 6DOF measurement accuracy of the monocular spatial positioning system under different conditions is obtained. The results show that the three-axis position accuracy is better than 0.5mm, and is affected by the positive correlation between the TS and the ED, and the axial variation is more significant. The three-axis attitude accuracy is better than 0.03° (1.8 arc seconds), which is greatly positive affected by the TS, and the axial pose is more robust than azimuth pose.
目标布局对单目视觉6DOF空间位姿测量精度的影响
基于计算机单目视觉的姿态测量方法广泛应用于工业、航天等领域的六自由度(6DOF)姿态测量。通过分析影响单目位姿测量精度的因素,对协同定位的目标布局进行了研究。首先,构建亚毫米单目空间定位仿真系统,定义目标布局的关键组件为目标比例尺(TS)和高程差(ED);然后,作为输入,得到不同条件下单目空间定位系统的6DOF测量精度。结果表明,三轴定位精度优于0.5mm,且受TS与ED正相关关系的影响,且轴向变化更为显著。三轴姿态精度优于0.03°(1.8弧秒),受TS的正向影响较大,轴向姿态比方位角姿态鲁棒性更强。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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