摘要
针对机器人贴标系统对圆钢端面中心X、Y坐标与Z坐标测量精度要求的不同,提出了主辅眼视觉定位方法。设置主相机与辅相机,采用最小二乘法识别圆钢端面并拟合圆,主相机运用三角形内插值法标定求出较为精确的X、Y坐标,主、辅相机组成双目视觉系统运用张正友标定法进行二次标定获得主辅相机的内外参,通过形心匹配求视差值,再利用三角测距原理求出Z坐标。实验结果表明,主辅眼视觉定位方法求取的圆钢端面中心的X、Y坐标精度可达到±1mm以内,Z坐标精度可达到±5mm以内,能够满足圆钢端面机器人自动贴标的位置精度要求。
The robot labeling system requires different precisions for X,Y and Z coordinates of the end surface center of the round steel.A main-auxiliary eye visual positioning method is proposed.A main camera and an auxiliary camera are used in the system.The X and Y coordinates are obtained by the main camera,which is calibrated by the triangle interpolation method.The main and auxiliary cameras are calibrated by the method of Zhang Zhengyou the second time.The internal and external parameters of the main and auxiliary cameras are obtained.The parallax value is obtained by the matching of the centroid.The Z coordinate is obtained through the principle of trigonometric distance measurement.Experimental results show that the accuracy of the X and Y coordinate obtained by the main-auxiliary eyes visual positioning method can reach±1 mm,and the precision of Z coordinate can reach±5 mm.It can meet the position precision requirements of the robot automatic labeling on the end surfaces of the round steels.
作者
王春梅
张付祥
李伟峰
马嘉琦
WANG Chun-mei;ZHANG Fu-xiang;LI Wei-feng;MA Jia-qi(School of Electrical Engineering,Hebei University of Science and Technology,Shijiazhuang 050018,China;School of Mechanical Engineering,Hebei University of Science and Technology,Shijiazhuang 050018,China)
出处
《组合机床与自动化加工技术》
北大核心
2019年第1期37-39,45,共4页
Modular Machine Tool & Automatic Manufacturing Technique
基金
国家自然科学基金资助项目(51705130)
河北省自然科学基金项目(E2017208111)
河北省科技计划项目(172176135D)
关键词
光学测量
主辅眼
视觉定位
三角形内插值
形心匹配
optical measurement
main-auxiliary eyes
visual positioning
matching of the centroid