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
相关论文
共 50 条
  • [21] Calibration method for high precision camera based on plane transformation
    Peng Y.
    Guo J.
    Yu C.
    Ke B.
    Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2022, 48 (07): : 1297 - 1303
  • [22] SIMPLE CALIBRATION ALGORITHM FOR HIGH-DISTORTION-LENS CAMERA
    NOMURA, Y
    SAGARA, M
    NARUSE, H
    IDE, A
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (11) : 1095 - 1099
  • [23] Conceptual Design of a High-Speed Wire EDM Robotic End-Effector Based on a Systematic Review Followed by TRIZ
    Almeida, Sergio Tadeu
    Mo, John
    Bil, Cees
    Ding, Songlin
    Wang, Xiangzhi
    MACHINES, 2021, 9 (07)
  • [24] A system for high-speed microinjection of adherent cells
    Wang, Wenhui
    Sun, Yu
    Zhang, Ming
    Anderson, Robin
    Langille, Lowell
    Chan, Warren
    REVIEW OF SCIENTIFIC INSTRUMENTS, 2008, 79 (10)
  • [25] Enhanced calibration of camera setups for high-performance visual odometry
    Cvisic, Igor
    Markovic, Ivan
    Petrovic, Ivan
    ROBOTICS AND AUTONOMOUS SYSTEMS, 2022, 155
  • [26] High-accurate camera calibration technique based on controllable rotation
    Jiang G.
    Chao Z.
    Fu S.
    Yu Q.
    Guangxue Xuebao/Acta Optica Sinica, 2010, 30 (05): : 1308 - 1314
  • [27] A Heterogeneous Parallel Processor for High-Speed Vision Chip
    Yang, Jie
    Yang, Yongxing
    Chen, Zhe
    Liu, Liyuan
    Liu, Jian
    Wu, Nanjian
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 28 (03) : 746 - 758
  • [28] High precision calibration method of intrinsic parameters for fish-eye camera
    Komagata, Hideki
    Ishii, Ikuo
    Makino, Hideo
    Takahashi, Akira
    Wakatsuki, Daisuke
    OPTICAL INSPECTION AND METROLOGY FOR NON-OPTICS INDUSTRIES, 2009, 7432
  • [29] A High-accuracy Camera Calibration Method Based on Special Circular Target
    Wen, Guanzhijing
    Yang, Yilan
    Yang, Zeyuan
    Yue, Jin
    Yan, Sijie
    2022 INTERNATIONAL CONFERENCE ON INDUSTRIAL AUTOMATION, ROBOTICS AND CONTROL ENGINEERING, IARCE, 2022, : 24 - 28
  • [30] High Camera Calibration Method Based on True Coordinate Computation of Circle Center
    Lu Xiaodong
    Xue Junpeng
    Zhang Qican
    CHINESE JOURNAL OF LASERS-ZHONGGUO JIGUANG, 2020, 47 (03):