3-D Reconstruction Method for a Multiview System Based on Global Consistency

投影机 结构光 计算机视觉 三角测量 人工智能 计算机科学 结构光三维扫描仪 像素 摄影测量学 校准 像面 一致性(知识库) 摄像机切除 插值(计算机图形学) 数学 几何学 图像(数学) 统计 扫描仪
作者
Zhixiang Jia,Hao Sun,Weihua Liu,Xinghu Yu,Jinyong Yu,Juan J. Rodrıguez-Andina,Huijun Gao
出处
期刊:IEEE Transactions on Instrumentation and Measurement [Institute of Electrical and Electronics Engineers]
卷期号:72: 1-11 被引量:13
标识
DOI:10.1109/tim.2023.3284140
摘要

Structured light-based micro three-dimensional (3D) imaging technology is widely used in industrial applications. Using a well-calibrated camera and a projector, it is easy to obtain 3D surface topography of objects. However, single camera-projector pairs suffer from problems caused by shadows and their accuracy is limited due to the restricted field of view. To overcome these issues, this article proposes a multi-projector vision system consisting of a central camera and four surrounding projectors. The global geometry constraint scheme is applied to ensure consistency and stability across multiple projectors, which is achieved by board-to-board pose optimization. In addition, instead of directly using the iso-phase fringe line, geometric plane constraints are used in the calibration process to estimate corresponding projector pixel coordinates. Finally, a triangulation-based 3D reconstruction and data fusion approach is proposed to obtain high precision and shadow-reduced 3D surface topography. Experimental results are presented and discussed that demonstrate the good consistency and measurement accuracy of the proposed approach. The global geometry constraint scheme allows relative standard deviation and root-mean-square error in the measurements to be significantly reduced.
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