Robust Volleyball Tracking System using Multi-View Cameras

被引:0
作者
Takahashi, Masaki [1 ]
Ikeya, Kensuke [1 ]
Kano, Masanori [1 ]
Ookubo, Hidehiko [1 ]
Mishina, Tomoyuki [1 ]
机构
[1] Japan Broadcasting Corp NHK, Sci & Technol Res Labs, Tokyo, Japan
来源
2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) | 2016年
关键词
spors video analysis; visual object tracking; multi-view cameras; PARTICLE FILTERS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We have developed a real-time ball tracking system that can be used for volleyball games. Although a number of methods for visual object tracking have been proposed, tracking a fast-moving ball is still a challenging task hecause of the motion blur and the ocision. We thus usm a eonplementary tracking scheme in which tracking processes for multiple cameras help each other sharing the 3D position of the ball The baD on each camera is accurately tracked by predicting its position at the next frame. The 3D ball positions measured by the system can be used for drawing the trajectorn CG of a ball and for calculating statistical data rolated to ball movement. Evaluation results obtained using actual volleyball video sequences showed that the system would be effective for visualizing ball trajectories in live volleybal broadcasts.
引用
收藏
页码:2740 / 2745
页数:6
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