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A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard

机译:基于棋盘格的LRF相机组合系统的便捷标定方法

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摘要

In this paper, a simple and easy high-precision calibration method is proposed for the LRF-camera combined measurement system which is widely used at present. This method can be applied not only to mainstream 2D and 3D LRF-cameras, but also to calibrate newly developed 1D LRF-camera combined systems. It only needs a calibration board to record at least three sets of data. First, the camera parameters and distortion coefficients are decoupled by the distortion center. Then, the spatial coordinates of laser spots are solved using line and plane constraints, and the estimation of LRF-camera extrinsic parameters is realized. In addition, we establish a cost function for optimizing the system. Finally, the calibration accuracy and characteristics of the method are analyzed through simulation experiments, and the validity of the method is verified through the calibration of a real system.
机译:本文针对目前广泛使用的LRF相机组合测量系统,提出了一种简便易行的高精度标定方法。该方法不仅可以应用于主流的2D和3D LRF相机,还可以用于校准新开发的1D LRF相机组合系统。它只需要一个校准板就可以记录至少三组数据。首先,摄像机参数和失真系数通过失真中心解耦。然后,利用线和平面约束求解激光光斑的空间坐标,并实现了对LRF相机外部参数的估计。另外,我们建立成本函数来优化系统。最后,通过仿真实验分析了该方法的校准精度和特点,并通过对实际系统的校准验证了该方法的有效性。

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