• DocumentCode
    3023679
  • Title

    CS-BS-EF: An integrated method for tracking flying ping-pong with motion blur

  • Author

    Hua Yang ; Yanhui Yi ; Guodong Liu ; Xiangbin Shi

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Shenyang Aerosp. Univ., Shenyang, China
  • fYear
    2013
  • fDate
    20-22 Dec. 2013
  • Firstpage
    1220
  • Lastpage
    1223
  • Abstract
    Fast flying ping-pong usually generates motion blur in the process of image capture, which impacts, and even interferes in, the process of exact detecting and tracking of the sphere position. In this paper, motion blur of flying ping-pong, as well as the demands by an adversarial ping-pong robot, is analyzed, and after that we propose an integrated method called CS-BS-EF, which stands for a comprehensive integration and optimization of three in being methods, i.e., color segmentation, background subtraction and ellipse fitting, and overcomes the drawbacks of each single. This method is computational efficient because it does not need any deblurring at all. Now, CS-BS-EF is used for detecting the smear scope and calculating the exact position and direction of the flying ping-pong. The experimental results show that CS-BS-EF is capable of surmounting the effect of smear, and detecting and tracking high-speed flying ping-pong with comparative accuracy, anti-interfering, instantaneity.
  • Keywords
    image colour analysis; image segmentation; object detection; object tracking; CS-BS-EF; adversarial ping-pong robot; background subtraction; color segmentation; ellipse fitting; high-speed flying ping-pong detection; high-speed flying ping-pong tracking; image capture; motion blur; smear scope detection; Educational institutions; Fitting; Image color analysis; Image segmentation; Real-time systems; Robots; Tracking; motion blur; object tracking; ping-pong; robot;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronic Sciences, Electric Engineering and Computer (MEC), Proceedings 2013 International Conference on
  • Conference_Location
    Shengyang
  • Print_ISBN
    978-1-4799-2564-3
  • Type

    conf

  • DOI
    10.1109/MEC.2013.6885253
  • Filename
    6885253