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Více informací o knize Real-time Tracking of Player Identities in Team Sports

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Anotace knihy

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 approach that outperforms current state-of-the-art algorithms, (2) adaptive methods for identifying players based on appearance and/or spatial relations with the help of extended self-organizing neural networks, and (3) the implementation of a concrete real-time tracking system for recorded soccer games. Research results are validated in various challenging domains, including full-length soccer match videos and broadcasted material.

Parametry knihy

Zařazení knihy Knihy v němčině Naturwissenschaften, Medizin, Informatik, Technik Informatik, EDV Informatik

• Plný název: Real-time Tracking of Player Identities in Team Sports
• Podnázev: Automated Sports Analysis
• Autor: Nicolai Baron von Hoyningen-Huene
• Jazyk: Němčina
• Vazba: Brožovaná
• Počet stran: 216
• EAN: 9783838128047
• ID: 06884412
• Nakladatelství: Südwestdeutscher Verlag für Hochschulschriften
• Hmotnost: 300 g
• Rozměry: 220 × 150 × 13 mm
• Rok vydání: 2011

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