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18th International Conference on Pattern Recognition (ICPR'06) Volume 3
Ball Hit Detection in Table Tennis Games Based on Audio Analysis
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
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Bin Zhang, Weibei Dou, Liming Chen, "Ball Hit Detection in Table Tennis Games Based on Audio Analysis," Pattern Recognition, International Conference on, vol. 3, pp. 220-223, 18th International Conference on Pattern Recognition (ICPR'06) Volume 3, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.314,
author = {Bin Zhang and Weibei Dou and Liming Chen},
title = {Ball Hit Detection in Table Tennis Games Based on Audio Analysis},
journal ={Pattern Recognition, International Conference on},
volume = {3},
year = {2006},
issn = {1051-4651},
pages = {220-223},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.314},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Ball Hit Detection in Table Tennis Games Based on Audio Analysis
SN - 1051-4651
SP220
EP223
A1 - Bin Zhang,
A1 - Weibei Dou,
A1 - Liming Chen,
PY - 2006
KW - null
VL - 3
JA - Pattern Recognition, International Conference on
ER -
 
Bin Zhang, Tsinghua University, Beijing, China
Weibei Dou, Tsinghua University, Beijing, China
Liming Chen, LIRIS CNRS UMR 5205 Ecole Centrale de Lyon , France
As bearer of high level semantics, audio signal is being more and more used in content-based multimedia retrieval. In this paper, we investigate the ball hit detection for sports games and propose a novel approach to detect ball hits. By employing Energy Peak Detection (EPD) and Mel Frequency Cepstral Coefficient-based (MFCC-based) Refinement (MBR), high precision (91%) and adequate recall (73%) of ball hit detection are achieved with a low computational complexity and an easy training process. The proposed algorithm can be applied in audio content-based highlight detection systems and provide valuable information for semantical understanding of sports games.
Citation:
Bin Zhang, Weibei Dou, Liming Chen, "Ball Hit Detection in Table Tennis Games Based on Audio Analysis," icpr, vol. 3, pp.220-223, 18th International Conference on Pattern Recognition (ICPR'06) Volume 3, 2006
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