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A Grid Recognition-Based Calibration Algorithm for Measuring System

机译:基于网格识别的测量系统校准算法

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To achieve the calibration parameters of vision measurement system, this paper presents a new camera calibration method based on grid recognition. The calibration is implemented by acquiring the corresponding relations between the world coordinates and pixel coordinates of the planar gridding target image captured by camera. Meanwhile, the pixel coordinates of the target image are detected separately by getting the binary image with the Otsu binarization algorithm, recognizing the target grid point using the improved hit-or-miss transform (HMT), removing the interferences according to the geometrical features of the grid, correcting the system distortion by the least square fitting and bilinear interpolation algorithm, and achieving the accurate pixel coordinates finally. The precision, feasibility, and reliability are verified by experiments, results shows that the proposed camera calibration method is suitable for image measurement systems, displacement measurement systems and other engineering applications.
机译:为了实现视觉测量系统的校准参数,本文提出了一种基于电网识别的新型摄像机校准方法。通过获取由相机捕获的平面网格目标​​图像的世界坐标和像素坐标之间的相应关系来实现校准。同时,通过使用OTSU二值化算法获取二进制图像来单独检测目标图像的像素坐标,使用改进的命中或HMT)识别目标网格点,根据几何特征去除干扰网格,校正最小二乘拟合和双线性插值算法的系统失真,最后实现精确的像素坐标。通过实验验证了精度,可行性和可靠性,结果表明所提出的相机校准方法适用于图像测量系统,位移测量系统和其他工程应用。

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