DocumentCode
428654
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
Volume
6
fYear
2004
fDate
10-13 Oct. 2004
Firstpage
5296
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2004 IEEE International Conference on
ISSN
1062-922X
Print_ISBN
0-7803-8566-7
Type
conf
DOI
10.1109/ICSMC.2004.1401035
Filename
1401035
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