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A Measurement Association Model Based on Particle Filters for Automatic Tracking of Occluded Soccer Players
 

Summary: A Measurement Association Model Based on Particle
Filters for Automatic Tracking of Occluded Soccer Players
A. Papo1
, A. Averbuch2
, B.Z. Bobrovsky1
1
Department of Electrical Engineering - Systems
School of Electrical Engineering
Faculty of Engineering, Tel Aviv University, Tel Aviv 69978, Israel
2
School of Computer Science, Tel Aviv University, Tel Aviv 69978, Israel
Abstract
Automatic tracking of sport players in soccer video sequences is very important for
analyzing soccer games especially when interactive digital TV spreads to the consumer
level. This problem has gained interest among researchers in the past few years. Several
solutions have been suggested but still no complete solution was offered, which can track
players in scenarios where occlusion occurs. A different tracking solution is proposed in
this paper, which increases the probability to automatically track players in games with
occlusion.
This problem is challenging because players may have similar features (for example,

  

Source: Averbuch, Amir - School of Computer Science, Tel Aviv University

 

Collections: Computer Technologies and Information Sciences