Vision-based tracking of a dynamic target with application to multi-axis position control

被引:0
|
作者
Carlos A. Montes
Chan Wong
John C. Ziegert
Laine Mears
机构
[1] Clemson University,Department of Mechanical Engineering
[2] University of North Carolina at Charlotte,Department of Mechanical Engineering and Engineering Science
来源
Journal of Real-Time Image Processing | 2015年 / 10卷
关键词
Vision-based control; Machine vision; Noise reduction;
D O I
暂无
中图分类号
学科分类号
摘要
Two sub-pixel resolution approaches to measure in-plane displacements and in-plane rotation of a known target, through image processing, are described in this research. A dynamic known target is displayed on a pixel grid, which is attached to one end of the kinematic chain of an XYθZ stage; the latter represents the experimental testbed. At the other end of the kinematic chain, a digital monochrome camera is fixed to the bottom of the stage and provides 3D position information used as the feedback signal to the vision-based control system in charge of the tool’s motion. The illuminated pixels on the display are captured in real time by the digital camera, and the stage motion control system attempts to keep the displayed image in the proper location with respect to the camera image plane. The result is a direct sensing multi-DOF position feedback system. The proposed camera-pixel grid sensing setup eliminates the reliance on the kinematic model and also avoids the need for traditional error compensation techniques, along with their associated cost and complexity. Positioning resolutions on the order of 1/100th of the pixel size on the display are achieved.
引用
收藏
页码:119 / 134
页数:15
相关论文
共 50 条
  • [1] Vision-based tracking of a dynamic target with application to multi-axis position control
    Montes, Carlos A.
    Wong, Chan
    Ziegert, John C.
    Mears, Laine
    JOURNAL OF REAL-TIME IMAGE PROCESSING, 2015, 10 (01) : 119 - 134
  • [2] Robust Vision-Based Control of a Rotorcraft UAV for Uncooperative Target Tracking
    Zhang, Shijie
    Zhao, Xiangtian
    Zhou, Botian
    SENSORS, 2020, 20 (12) : 1 - 23
  • [3] Vision-Based Prescribed Performance Control for UAV Target Tracking Subject to Actuator Saturation
    Sun, Peng
    Zhu, Bing
    Li, Siqi
    IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 9 (01): : 2382 - 2389
  • [4] A biprocessor-oriented vision-based target tracking system
    Canals, R
    Roussel, A
    Famechon, JL
    Treuillet, S
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2002, 49 (02) : 500 - 506
  • [5] The Vision-Based Target Recognition, Localization, and Control for Harvesting Robots: A Review
    Liu, Jingfan
    Liu, Zhaobing
    INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 2024, 25 (02) : 409 - 428
  • [6] Robust Vision-Based Sliding Mode Control for Uncooperative Ground Target Searching and Tracking by Quadrotor
    Bouzerzour, Hamza
    Guiatni, Mohamed
    Allam, Ahmed
    Bouzid, Yasser
    Hamrelain, Mustapha
    UNMANNED SYSTEMS, 2024, 12 (04) : 727 - 747
  • [7] Robust vision-based tracking control of VTOL unmanned aerial vehicles
    Asl, Hamed Jabbari
    AUTOMATICA, 2019, 107 : 425 - 432
  • [8] The Vision-Based Target Recognition, Localization, and Control for Harvesting Robots: A Review
    Jingfan Liu
    Zhaobing Liu
    International Journal of Precision Engineering and Manufacturing, 2024, 25 : 409 - 428
  • [9] Research on multi-target tracking technology based on machine vision
    Yang, Dawei
    APPLIED NANOSCIENCE, 2022, 13 (4) : 2945 - 2955
  • [10] Vision-based finite-time uncooperative target tracking for UAV subject to actuator saturation
    Sun, Peng
    Zhu, Bing
    Zuo, Zongyu
    Basin, Michael, V
    AUTOMATICA, 2021, 130