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基于共面靶标的线结构光机器人视觉标定方法 被引量:1
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作者 乔赫廷 张然 王黠 《机械工程师》 2024年第3期21-25,共5页
建立了线结构光视觉系统的数学模型,提出一种基于共面靶标的线结构光视觉系统标定方法,包括相机的内、外参数的标定,线结构光平面在相机坐标系下的标定方法,提出一种利用微分的思想映射到世界坐标系下逼近标定特征点纵坐标的实际值,使... 建立了线结构光视觉系统的数学模型,提出一种基于共面靶标的线结构光视觉系统标定方法,包括相机的内、外参数的标定,线结构光平面在相机坐标系下的标定方法,提出一种利用微分的思想映射到世界坐标系下逼近标定特征点纵坐标的实际值,使用相机标定时的外参将多个特征点转换至相机坐标系下,组成光平面超定方程组,使用最小二乘法估计光平面方程参数。为验证方法的准确性和实用性,实现以CMOS工业相机、线激光发射器组成的视觉系统,通过对棋盘格标定板测量,进行实验。实验结果表明,该标定方法测量得出的相对误差为0.14%,能够满足焊接机器人的精度要求。 展开更多
关键词 共面靶标 焊接机器人 视觉标 线结构光标定
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基于平面靶标的交叉结构光标定方法
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作者 刘建鑫 纪超洋 +1 位作者 李艳文 陈子明 《仪器仪表学报》 EI CAS CSCD 北大核心 2024年第4期185-193,共9页
为实现线结构光高精度标定,提出一种基于平面靶标的交叉结构光标定方法。根据Blinn-Phong光照模型可知,当激光条纹投射在平面靶标上特征点边缘处时光截面不再服从高斯分布,常用的中心提取算法无法准确提取目标。首先,基于形态学操作剔... 为实现线结构光高精度标定,提出一种基于平面靶标的交叉结构光标定方法。根据Blinn-Phong光照模型可知,当激光条纹投射在平面靶标上特征点边缘处时光截面不再服从高斯分布,常用的中心提取算法无法准确提取目标。首先,基于形态学操作剔除在平面靶标上特征点边缘处的中心点,使得直线拟合的误差由0.060 8 pixel提升到0.035 8 pixel,有效减少因算法提取误差对标定结果造成的影响;然后,基于高斯曲线拟合方法对所提取的线结构光与辅助结构光交点位置进行修正,基于Ransac算法进行直线拟合,结果同样也有效剔除因光照不均、材质变化造成误差较大的点。实验结果表明,两种方法结合后标定精度提高25%,中心点三维坐标与标定板平面方程相差仅4 μm,有效提高线结构光标定精度。 展开更多
关键词 机器视觉 Steger算法 线结构光标定 视觉测量
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Calibration method for multi-line structured light vision sensor based on Plücker line 被引量:2
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作者 QIN Guan-yu WANG Xiang-jun YIN Lei 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2020年第2期103-111,共9页
For the rapid calibration of multi-line structured light system,a method based on Plücker line was proposed.Most of the conventional line-structured light calibration methods extract the feature points and transf... For the rapid calibration of multi-line structured light system,a method based on Plücker line was proposed.Most of the conventional line-structured light calibration methods extract the feature points and transform the coordinates of points to obtain the plane equation.However,a large number of points lead to complicated operation which is not suitable for the application scenarios of multi-line structured light.To solve this issue,a new calibration method was proposed that applied the form of Plücker matrix throughout the whole calibration process,instead of using the point characteristics directly.The advantage of this method is that the light plane equation can be obtained quickly and accurately in the camera coordinate frame.Correspondingly a planar target particularly for calibrating multi-line structured light was also designed.The regular lines were transformed into Plücker lines by extending the two-dimensional image plane and defining a new image space.To transform the coordinate frame of Plücker lines,the perspective projection mathematical model was re-expressed based on the Plücker matrix.According to the properties of the line and plane in the Plücker space,a linear matrix equation was efficiently constructed by combining the Plücker matrices of several coplanar lines so that the line-structured light plane equation could be furtherly solved.The experiments performed validate the proposed method and demonstrate the significant improvement in the calibration accuracy,when the test distance is 1.8 m,the root mean square(RMS)error of the three-dimensional point is within 0.08 mm. 展开更多
关键词 multi-line structured light Plücker line CALIBRATION perspective projection plane fitting
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