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 language | English |
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Pages (from-to) | 152-159 |
Number of pages | 8 |
Journal | Journal of the Institute of Image Electronics Engineers of Japan |
Volume | 41 |
Issue number | 2 |
Publication status | Published - 2012 |
Keywords
- CoHOG
- Homography
- Particle filter
- Real AdaBoost
- Tracking
ASJC Scopus subject areas
- Computer Science (miscellaneous)
- Electrical and Electronic Engineering