WOW: wild-open warning for broadcast basketball video based on player trajectory

  • Authors:

  • Ming-Hsiu Chang;Ming-Chun Tien;Ja-Ling Wu

  • Affiliations:

  • Communications and Multimedia Lab, National Taiwan University, Taipei, Taiwan Roc;Communications and Multimedia Lab, National Taiwan University, Taipei, Taiwan Roc;Communications and Multimedia Lab, National Taiwan University, Taipei, Taiwan Roc

  • Venue:
  • MM '09 Proceedings of the 17th ACM international conference on Multimedia
  • Year:
  • 2009

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Abstract

In basketball games, wild-open means that there is an offensive player not well defended by his/her opponents. The occurrence of wild-open usually implies the existence of a successful offense tactic. In this paper, a Wild-Open Warning (WOW) system is designed to assist basketball coaches/players in revealing possible tactics of their opponents through watching the broadcast game videos. The system automatically extracts semantic objects such as the court and the players in the video, and calibrates the players' positions to the real-world court coordinates. A robust and efficient algorithm for court detection and camera calibration is proposed for basketball videos. Wild-open is detected when the position of an offensive player satisfies three predefined criteria. In the mean time, the system will mark the wild-open players to warn the viewers such that they should keep attention to certain players.