Title :
Competition analysis system for soccer robots based on global vision and trajectory restrictions
Author :
Liu, Hong ; Zha, Hongbin ; Lin, Fei
Author_Institution :
Nat. Lab. on Machine Perception, Peking Univ., Beijing, China
Abstract :
A novel system of automatic competition analysis based on global vision for practical robot soccer games is proposed in this paper to tentatively overcome gaps between simulation competitions and practical ones. Firstly, to improve performance of vision systems and to acquire more reliable competition data, several ideas including color space transformation, sensitivity object processing, local searching combined with global tracking are presented. Secondly, four trajectory restrictions of moving objects are introduced for acquiring more reasonable competition data. Finally, a competition analysis system to support technique statistics, data analysis and interested scenes retrieval is proposed and implemented. Experiments show that the system is compact and effective for quantitative analysis of practical robot soccer competitions.
Keywords :
competitive algorithms; image colour analysis; mobile robots; multi-robot systems; robot vision; color space transformation; competition analysis system; global vision restriction; robot vision; soccer robots; trajectory restriction; Analytical models; Color; Data analysis; Layout; Machine vision; Orbital robotics; Robot sensing systems; Robot vision systems; Robotics and automation; Statistical analysis;
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8566-7
DOI :
10.1109/ICSMC.2004.1401035