Football players and ball tracking using monocular camera for tactics analysis

Hirokatsu Kataoka, Yoshimitsu Aoki

    Research output: Contribution to journalArticlepeer-review

    1 Citation (Scopus)

    Abstract

    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 this method, we apply Homography to extract player's position on the pitch.

    Original languageEnglish
    Pages (from-to)152-159
    Number of pages8
    JournalJournal of the Institute of Image Electronics Engineers of Japan
    Volume41
    Issue number2
    Publication statusPublished - 2012

    Keywords

    • CoHOG
    • Homography
    • Particle filter
    • Real AdaBoost
    • Tracking

    ASJC Scopus subject areas

    • Computer Science (miscellaneous)
    • Electrical and Electronic Engineering

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