DocumentCode :
3158553
Title :
Football scientia- an automated tool for professional soccer coaches
Author :
Abreu, Pedro ; Moura, José ; Silva, Daniel Castro ; Reis, Luís Paulo ; Garganta, Julio
Author_Institution :
DEI-Dept. of Inf. Eng., Univ. of Porto, Porto, Portugal
fYear :
2010
fDate :
28-30 June 2010
Firstpage :
126
Lastpage :
131
Abstract :
A soccer game can be seen as a confrontation between two teams of agents where each player, communicating with his teammates, try to interpret in the best way as possible the game situations, achieving its main goals. Today the most important factors in a soccer clubs life and in its coach success are the game results they achieve. They represent the success of the club and in many cases the coachs future. Because of that club coaches usually use automated tools to measure their teams performance all over a soccer competition. Based only in Cartesian coordinates and in a sequential time frame analysis, this research work presents an automatic tool capable to calculate many technical aspects in a soccer match. For the validation tool process, games of simulation 2d RoboCup international competition were used. The results achieved were quite satisfactory. In what concerns to the set of statistics collected more than 92% of the total events were detected and only for the shot event this number dropped to between 74% and 85%. The future work will be concerned in incorporating this project with a real time tracking system and increasing the number of technical aspects calculated by the system.
Keywords :
mobile robots; multi-robot systems; statistics; 2D RoboCup international competition; Cartesian coordinates; automated tool; football scientia; game situations; professional soccer coaches; sequential time frame analysis; simulation; soccer game; statistics; Artificial intelligence; Computer science; Event detection; Games; Gunshot detection systems; Informatics; Laboratories; Real time systems; Robot kinematics; Statistics; Game Events Detection; Robotic Soccer; Robotics; Soccer Heuristics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cybernetics and Intelligent Systems (CIS), 2010 IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-6499-9
Type :
conf
DOI :
10.1109/ICCIS.2010.5518568
Filename :
5518568
Link To Document :
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