• DocumentCode
    2958539
  • Title

    Extraction of Baseball Trajectory and Physics-Based Validation for Single-View Baseball Video Sequences

  • Author

    Chu, Wei-Ta ; Wang, Chia-Wei ; WU, JA-LING

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Nat. Taiwan Univ., Taipei
  • fYear
    2006
  • fDate
    9-12 July 2006
  • Firstpage
    1813
  • Lastpage
    1816
  • Abstract
    To enrich the viewing experience of baseball games and provide some clues for enhancing pitcher´s performance, we propose a Kalman filter-based approach to track ball trajectory from single-view pitching sequences. Without setting extraordinary equipments in stadiums or other sensing instruments, this approach robustly extracts ball trajectory for pitching sequences captured from TV channels or downloaded from the Internet. To validate the detected ball trajectories, we investigate the characteristics of ball trajectories on the basis of a baseball physical model. The effectiveness of ball trajectory extraction and ball position detection are presented
  • Keywords
    Internet; Kalman filters; feature extraction; image enhancement; image sequences; object detection; television; video signal processing; Internet; Kalman filter; TV channel; ball position detection; baseball trajectory extraction; physics-based validation; single-view pitching sequence; video sequence; Games; Information filtering; Information filters; Instruments; Internet; Kalman filters; Robustness; TV; Trajectory; Video sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo, 2006 IEEE International Conference on
  • Conference_Location
    Toronto, Ont.
  • Print_ISBN
    1-4244-0366-7
  • Electronic_ISBN
    1-4244-0367-7
  • Type

    conf

  • DOI
    10.1109/ICME.2006.262905
  • Filename
    4036974