TY - GEN
T1 - Football players and ball trajectories projection from single camera's image
AU - Kataoka, Hirokatsu
AU - Aoki, Yoshimitsu
PY - 2011/12/1
Y1 - 2011/12/1
N2 - In this paper, we propose a method to track multiple players in a football match video which is captured by a single camera. The camera pans and brings the players and the ball into the view, enabling to record the whole pitch. The players' trajectories in frames and camera movement are obtained to estimate the trajectories on the pitch. Moreover, we propose an effective tracking method for solving occlusion problem by combining Particle Filter and Real AdaBoost Classifier. In ball tracking, we calculate likelihood edge and color feature. The player's points project to pitch by projection transform. Experimental results show the effectiveness of the proposed tracking method.
AB - In this paper, we propose a method to track multiple players in a football match video which is captured by a single camera. The camera pans and brings the players and the ball into the view, enabling to record the whole pitch. The players' trajectories in frames and camera movement are obtained to estimate the trajectories on the pitch. Moreover, we propose an effective tracking method for solving occlusion problem by combining Particle Filter and Real AdaBoost Classifier. In ball tracking, we calculate likelihood edge and color feature. The player's points project to pitch by projection transform. Experimental results show the effectiveness of the proposed tracking method.
KW - AdaBoost
KW - HOG
KW - Object Tracking
KW - Particle Filter
KW - Soccer
UR - http://www.scopus.com/inward/record.url?scp=84881120124&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84881120124&partnerID=8YFLogxK
U2 - 10.1109/FCV.2011.5739712
DO - 10.1109/FCV.2011.5739712
M3 - Conference contribution
AN - SCOPUS:84881120124
SN - 9781612846774
T3 - 2011 17th Korea-Japan Joint Workshop on Frontiers of Computer Vision, FCV 2011
BT - 2011 17th Korea-Japan Joint Workshop on Frontiers of Computer Vision, FCV 2011
T2 - 2011 17th Korea-Japan Joint Workshop on Frontiers of Computer Vision, FCV 2011
Y2 - 9 February 2011 through 11 February 2011
ER -