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高精度立体视觉测量中一种通用的摄像机标定技术 被引量:24

A Versatile Camera Calibration Technique for High Accuracy 3D Machine Vision Metrology
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摘要 实现了一种用于高精度立体视觉测量中摄像机标定的新技术。这种“两步法”技术能够标定摄像机的外部参数以及有效焦距、径向透镜畸变系数和图像尺度因子。它利用合理组织的求解次序使得每一步参数的求解都只须求解线性方程组,从而彻底改变了以往摄像机标定依赖于非线性优化方法。本文的理论和实验证明,这种新技术较以往算法更为快速、简便、精确。 A new camera calibration technique for 3D machine vision is described. The two stage technique is aimed at efficient computation of camera external position and orientation relative to object reference coordinate system as well as the effective focal length , radial lens distortion and image scanning parameters. The two stage technique provides the solution through a linear algorithm according to the reasonable order instead of traditional nonlinear optimization, so it has advantage in terms of accuracy, speed, and versatility over existing others. A theoretical framework is established , test process is demonstrated, and both accuracy and speed are reported.
机构地区 西安交通大学
出处 《机械科学与技术》 CSCD 北大核心 1998年第5期808-811,共4页 Mechanical Science and Technology for Aerospace Engineering
基金 国家自然科学基金
关键词 机器视觉 摄像机标定 透镜畸变 立体视觉 Machine vision Camera calibration Lens distortion
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参考文献3

  • 1Reimar K L,et al. Techniques of Calibration of the scale factor and image center for high accuracy 3-D machine vision metrology. IEEE Trans. on PAMI 1988,10(5).
  • 2Roger Y T, A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV camera and lenses. IEEE Journal of Automation, 1987, RA-3(4).
  • 3Juyang Weng, et al. Camera calibration with distortion modefs and accuracy evalution. IEEE Trans. on PAMI 1992,14(10).

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