• DocumentCode
    680600
  • Title

    Design and implementation of a color-based visual tracking control system

  • Author

    Sho-Tsung Kao ; Zong-Yu Yang ; Ming-Tzu Ho

  • Author_Institution
    Dept. of Eng. Sci., Nat. Cheng Kung Univ., Tainan, Taiwan
  • fYear
    2013
  • fDate
    2-4 Dec. 2013
  • Firstpage
    371
  • Lastpage
    376
  • Abstract
    This paper considers the problems of developing a visual servo system to track a flying object based on the color information of the object. The system consists of three parts: a pan and tilt mechanism, image processing module and motor control module. The position of the target object in the space is determined by using the image processing algorithms based on the color detection. The position controllers of the motor control module control the pan and tilt mechanism to track and keep the target object in the field of view of cameras. Use of color detection makes the visual servo system able to work in a more complicated circumstance. The Kalman filter is used for predicting the flying trajectory to improve the performance of tracking control. Moreover, estimation of the point of fall is studied by the projectile physics. The effectiveness of the system is verified through experimental studies. The experimental results show that the designed color-based visual servo system performs well in real-time.
  • Keywords
    Kalman filters; cameras; control system synthesis; electric motors; image colour analysis; object detection; object tracking; position control; trajectory control; visual servoing; Kalman filter; cameras; color detection; color-based visual tracking control system; field of view; flying object tracking; image processing algorithms; image processing module; motor control module control; object color information; pan and tilt mechanism; position controllers; projectile physics; target object position determination; Cameras; Image color analysis; Kalman filters; Physics; Projectiles; Trajectory; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automatic Control Conference (CACS), 2013 CACS International
  • Conference_Location
    Nantou
  • Print_ISBN
    978-1-4799-2384-7
  • Type

    conf

  • DOI
    10.1109/CACS.2013.6734163
  • Filename
    6734163