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18th International Conference on Pattern Recognition (ICPR'06) Volume 1
Classification of Team Behaviors in Sports Video Games
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
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Christian Thurau, Thomas Hettenhausen, Christian Bauckhage, "Classification of Team Behaviors in Sports Video Games," Pattern Recognition, International Conference on, vol. 1, pp. 1188-1191, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.370,
author = {Christian Thurau and Thomas Hettenhausen and Christian Bauckhage},
title = {Classification of Team Behaviors in Sports Video Games},
journal ={Pattern Recognition, International Conference on},
volume = {1},
year = {2006},
issn = {1051-4651},
pages = {1188-1191},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.370},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Classification of Team Behaviors in Sports Video Games
SN - 1051-4651
SP1188
EP1191
A1 - Christian Thurau,
A1 - Thomas Hettenhausen,
A1 - Christian Bauckhage,
PY - 2006
KW - null
VL - 1
JA - Pattern Recognition, International Conference on
ER -
 
Christian Thurau, Bielefeld University
Thomas Hettenhausen, Bielefeld University
Christian Bauckhage, Deutsche Telekom Laboratories 10587 Berlin, Germany
This paper considers the application of pattern recognition techniques in modern computer games. Towards the problem of realizing more life-like behavior for artificial game characters, we record the network traffic of online multiplayer games. Dealing with a soccer game, we cluster these data and train HMMs in order to achieve fast and robust recognition of behaviors and actions in the virtual game world. Experimental results indicate that pattern recognition and machine learning provide an auspicious avenue towards more convincing artificial characters.
Citation:
Christian Thurau, Thomas Hettenhausen, Christian Bauckhage, "Classification of Team Behaviors in Sports Video Games," icpr, vol. 1, pp.1188-1191, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006
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