Player position estimation by monocular camera for soccer video analysis

Hirokatsu Kataoka, Kiyoshi Hashimoto, Yoshimitsu Aoki

    研究成果: Conference contribution

    8 被引用数 (Scopus)

    抄録

    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.

    本文言語English
    ホスト出版物のタイトルSICE 2011 - SICE Annual Conference 2011, Final Program and Abstracts
    出版社Society of Instrument and Control Engineers (SICE)
    ページ1985-1990
    ページ数6
    ISBN(印刷版)9784907764395
    出版ステータス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
    国/地域Japan
    CityTokyo
    Period11/9/1311/9/18

    ASJC Scopus subject areas

    • 制御およびシステム工学
    • コンピュータ サイエンスの応用
    • 電子工学および電気工学

    フィンガープリント

    「Player position estimation by monocular camera for soccer video analysis」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

    引用スタイル