自旋转三维视觉系统的免工具轴校准方法

IF 1.1 4区 工程技术 Q4 OPTICS
Jinyue Liu, Xinyuan Cao, Xiaohui Jia, Yiran Ma, Guanghao Li, Tiejun Li
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引用次数: 0

摘要

摘要自旋转三维(3D)视觉扫描系统是一种流行的 3D 重建技术。然而,扫描仪的旋转轴与相机的原点不对准,往往需要专门的校准工具来确定它们的相对位置。我们提出了一种旋转轴校准方法,无需专用工具。旋转机构用于将三维相机旋转到不同角度,并分别对具有曲面特征的同一物体进行三维重建。对生成的三维点云序列进行注册,从而得出每个旋转角度对应的相机位置变换矩阵。随后,我们通过求解方程计算出摄像机与旋转轴之间的位置关系。为了防止过大的旋转角度导致物体超出摄像机视场,我们提出了摄像机视场扩展法,该方法增强了方程冗余度,提高了校准精度。实验证明了所提方法的灵活性和准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tool-free axis calibration method for self-rotating three-dimensional vision systems
Abstract. The self-rotating three-dimensional (3D) visual scanning system is a prevalent technique for 3D reconstruction. However, the misalignment of the scanner’s rotation axis with the camera’s origin often necessitates specialized calibration tools to establish their relative positions. We propose a rotating axis calibration method for the rotation axis, which eliminates the need for specific tools. A rotating mechanism is used to rotate the 3D camera to different angles and carry out 3D reconstruction of the same object with curved surface characteristics, respectively. The resulting sequence of 3D point clouds is registered to derive the camera’s position transformation matrix corresponding to each rotation angle. Subsequently, we compute the positional relationship between the camera and the rotation axis by solving the equation. To prevent excessively large rotation angles that would cause the object beyond the camera’s field of view, the camera field extension method is proposed, which enhances equation redundancy and leads to improved calibration accuracy. Experiments prove the flexibility and accuracy of the proposed method.
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来源期刊
Optical Engineering
Optical Engineering 工程技术-光学
CiteScore
2.70
自引率
7.70%
发文量
393
审稿时长
2.6 months
期刊介绍: Optical Engineering publishes peer-reviewed papers reporting on research and development in optical science and engineering and the practical applications of known optical science, engineering, and technology.
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