Camera Calibration in High-Speed Robotic Assembly Operations

被引:0
|
作者
Parpala, Radu Constantin [1 ]
Ivan, Mario Andrei [1 ]
Parpala, Lidia Florentina [1 ]
Cote, Costel Emil [1 ]
Popa, Cicerone Laureniu [1 ]
机构
[1] Natl Univ Sci & Technol Politehn Bucharest, Robots & Prod Syst Dept, Splaiul Independenei 313, Bucharest 060042, Romania
来源
APPLIED SCIENCES-BASEL | 2024年 / 14卷 / 19期
关键词
planar regression; computer vision; automated assembly; industrial robots; camera calibration;
D O I
10.3390/app14198687
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Featured Application The presented methodology can be used in all robotic assembly tasks where the camera position changes during operation, such as tasks where the camera is mounted on the robotic arm near the end-effector-for example, in fuse box assembly applications.Abstract The increase in positioning accuracy and repeatability allowed the integration of robots in assembly operations using guidance systems (structured applications) or video acquisition systems (unstructured applications). This paper proposes a procedure to determine the measuring plane using a 3D laser camera. To validate the procedure, the camera coordinates and orientation will be verified using robot coordinates. This procedure is an essential element for camera calibration and consists of developing a mathematical model using the least square method and planar regression. The mathematical model is considered necessary as a step towards optimizing the integration of robotic vision systems in assembly applications. A better calibrated camera has the potential to provide better recognition results, which are essential in this field. These improved results can then be used to increase the accuracy and repeatability of the robot.
引用
收藏
页数:22
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