Football players and ball tracking using monocular camera for tactics analysis

Hirokatsu Kataoka, Yoshimitsu Aoki

Research output: Contribution to journalArticle

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

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Keywords

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

ASJC Scopus subject areas

  • Computer Science (miscellaneous)
  • Electrical and Electronic Engineering

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