一种摄像机成像误差的模型化修正方法

A ERROR CORRECTION METHOD FOR CAMERA CALIBRATION

  • 摘要: 本文针对摄像机成像误差问题,首先提出了一种新的径向畸变模型,利用此模型推出了能精确标定摄像机的关键参数(有效焦距、平移矢量的Z向分量以及径向畸变系数)的线性算法;同时提出了一种成像系统误差的修正模型,并利用系统辨识方法正确估计了该模型的各参数;并进行了实验验证.这项研究必将使得摄像机成像的误差整体降低,从而提高了测量精度.

     

    Abstract: A new error correction method for camera calibration is described. Firstly, a new radial lens distortion model is proposed, and a linear algorithm for calibrating the effective focal length, radial distortion coefficient and Z component of the translation vector is given.Secondly, a camera system error model is put forward, and allcoefficients are computed accurately by using system identification theory, and the test result is reported. The total error of camera will be reduced, thus the measurement accuracy is raised.

     

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