Efficient 3D scanning measurement system based on asymmetric trinocular vision and a multi-line laser

计算机科学 计量系统 稳健性(进化) 适应性 激光扫描 激光器 绩效衡量 人工智能 机器视觉 光学 计算机视觉 业务 营销 基因 生物 天文 化学 生物化学 生态学 物理
作者
Maosen Wan,renhao zheng,Shuaidong Wang,He Huang,Zhao Hu,Liandong Yu
出处
期刊:Applied Optics [The Optical Society]
卷期号:62 (8): 2145-2145 被引量:3
标识
DOI:10.1364/ao.481406
摘要

The laser scanning measurement system has a pivotal role in precision measurement thanks to the non-contacting and low-cost advantages, but traditional methods and systems are inadequate in terms of accuracy, efficiency, and adaptability. In this study, an efficient 3D scanning measurement system based on asymmetric trinocular vision and a multi-line laser is developed to improve the measurement performance. The system design, working principle, and 3D reconstruction method are explored, as well as the innovation of the developed system. Furthermore, an efficient multi-line laser fringes indexing method is presented based on K-means ++ clustering and hierarchical processing to improve processing speed with guaranteed accuracy, which is the key point of the 3D reconstruction method. Various experiments are conducted to verify the capability of the developed system, and the results show that the developed system fulfills measurement needs in adaptability, accuracy, effectiveness, and robustness. The developed system achieves better results than commercial probes for complex measurement conditions, and measurement precision can be achieved to within 18 µm.
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