Player position estimation by monocular camera for soccer video analysis

Hirokatsu Kataoka, Kiyoshi Hashimoto, Yoshimitsu Aoki

    研究成果: Conference contribution

    8 引用 (Scopus)

    抜粋

    In football contents, there are many services now. For example, player's tactics analysis and production of highlight scenes. In order to put into practice these contents, it is necessary to acquire important information from the football videos. In this paper, we propose a method to track multiple players and ball in a football video which is captured by monocular camera. In the case of capturing the video from a single view, there might be a lot of occluded situations of players. To overcome this problem, we propose a robust tracking method for multiple players by combining Particle Filter and Classifier. In order to track the ball, we try to track applying labeling and nearest neighbor algorithm. And more, we apply perspective transformation to extract player's position on the pitch. We show the experimental result and effectiveness of our proposed method.

    元の言語English
    ホスト出版物のタイトルSICE 2011 - SICE Annual Conference 2011, Final Program and Abstracts
    出版者Society of Instrument and Control Engineers (SICE)
    ページ1985-1990
    ページ数6
    ISBN(印刷物)9784907764395
    出版物ステータスPublished - 2011 1 1
    イベント50th Annual Conference on Society of Instrument and Control Engineers, SICE 2011 - Tokyo, Japan
    継続期間: 2011 9 132011 9 18

    出版物シリーズ

    名前Proceedings of the SICE Annual Conference

    Other

    Other50th Annual Conference on Society of Instrument and Control Engineers, SICE 2011
    Japan
    Tokyo
    期間11/9/1311/9/18

    ASJC Scopus subject areas

    • Control and Systems Engineering
    • Computer Science Applications
    • Electrical and Electronic Engineering

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  • これを引用

    Kataoka, H., Hashimoto, K., & Aoki, Y. (2011). Player position estimation by monocular camera for soccer video analysis. : SICE 2011 - SICE Annual Conference 2011, Final Program and Abstracts (pp. 1985-1990). [6060294] (Proceedings of the SICE Annual Conference). Society of Instrument and Control Engineers (SICE).