Real-time Tracking of Player Identities in Team Sports

Real-time Tracking of Player Identities in Team Sports

Automated Sports Analysis

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Sports video analysis is a common tool in team sports. It requires keeping track of player positions with corresponding identities during the game and analyzing the resulting trajectories at an abstract level. This thesis proposes a distributed cognitive system for automating this task. The tracking process includes information fusion and building as well as adapting models of the tracked players online; the system supports automated team behavior summarization and offers further analysis in a conceptualization framework. Our contributions are (1) an innovative, general multi-target tracking a...