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Precision calibration method for binocular vision measurement systems based on arbitrary translations and 3D-connection information

机译:基于任意转换和3D连接信息的双目视觉测量系统精密校准方法

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摘要

Binocular vision systems play an important role in computer vision, and high-precision system calibration is a necessary and indispensable process. In this paper, an improved calibration method for binocular stereo vision measurement systems based on arbitrary translations and 3D-connection information is proposed. First, a new method for calibrating the intrinsic parameters of binocular vision system based on two translations with an arbitrary angle difference is presented, which reduces the effect of the deviation of the motion actuator on calibration accuracy. This method is simpler and more accurate than existing active-vision calibration methods and can provide a better initial value for the determination of extrinsic parameters. Second, a 3D-connection calibration and optimization method is developed that links the information of the calibration target in different positions, further improving the accuracy of the system calibration. Calibration experiments show that the calibration error can be reduced to 0.09%, outperforming traditional methods for the experiments of this study.
机译:双目视觉系统在计算机视觉中起着重要的作用,高精度的系统校准是必要且必不可少的过程。本文提出了一种基于任意转换和3D连接信息的双目立体视觉测量系统的改进标定方法。首先,提出了一种基于任意角度差的两个平移来校准双目视觉系统内在参数的新方法,该方法减少了运动执行器偏差对校准精度的影响。该方法比现有的主动视觉校准方法更简单,更准确,并且可以为确定外部参数提供更好的初始值。其次,开发了将不同位置的标定目标信息联系起来的3D连接标定和优化方法,进一步提高了系统标定的准确性。校准实验表明,校准误差可降低至0.09%,优于本研究实验的传统方法。

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