首页|可用于狭小空间的单目主动视觉姿态测量方法

可用于狭小空间的单目主动视觉姿态测量方法

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在狭小空间智能装配时,需要测量基准面姿态;但现有姿态测量设备尺寸较大或需要附加扫描运动机构,存在装置难以部署等问题,故提出一种适用于狭小空间的基于双线激光的单目主动视觉姿态测量方法.首先提取出线激光中心点进行光平面标定;接着根据中心投影关系,计算出光平面与像平面的转换矩阵;然后提取目标平面线激光中心点像素坐标并转换为相机坐标;最后应用RANSAC算法过滤异常点后使用最小二乘法拟合出物体平面方程,实现目标平面姿态测量.实验结果表明,滚转角测量误差平均值为0.029°,标准差为0.016°;俯仰角测量误差平均值为0.035°,标准差为0.025°.完成了在直径为170 mm、高为520 mm圆柱形腔体内的平面姿态测量,验证了方法的有效性.
Monocular active vision attitude measurement method can be applied in tight spaces
In the intelligent assembly in a narrow space,the datum surface pose needs to be measured.However,the existing atti-tude measurement devices have some shortcomings.For example,their sizes are large,or they require additional scanning motion mechanism.These disadvantages make devices difficult to deploy.The present study proposed a monocular active vision attitude measurement method based on two line lasers,which is suitable for the narrow space.First,the center points of the two line lasers were extracted for laser plane calibration.Second,according to the central projection relationship,the conversion matrix between the laser plane and the image plane was calculated.Then,the pixel coordinates of the line laser center point on the target plane were extracted and converted to camera coordinates.Finally,the RANSAC algorithm was applied to filter the anomalies and then the least square algorithm was used to fit the object plane equation to realize the attitude measurement of the spatial object plane.The experimental results show that the mean value of the roll angle measurement error is 0.029° and standard deviation is 0.016°.The mean value of the pitch angle measurement error is 0.035° and standard deviation is 0.025°.The validity of the method is verified by completing the plane attitude measurement in a cylindrical cavity with diameter of 170 mm and height of 520 mm using the method.

attitude measurementvision measurementline lasermonocular cameraconfined space

缪东言、陈念年、巫玲、陈东生、于长志、范勇

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西南科技大学计算机科学与技术学院,绵阳 621010

中国工程物理研究院机械制造工艺研究所,绵阳 621999

姿态测量 视觉测量 线激光 单目相机 狭小空间

四川省科技厅重点研发项目四川省省级科研院所科技成果转化项目

2021YFG003122YSZH0021

2024

现代制造工程
北京机械工程学会 北京市机械工业局技术开发研究所

现代制造工程

CSTPCD北大核心
影响因子:0.374
ISSN:1671-3133
年,卷(期):2024.(1)
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