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16th International Conference on Pattern Recognition (ICPR'02) - Volume 1
Robust Tracking of Soccer Players Based on Data Fusion
Quebec City, QC, Canada
August 11-August 15
ISBN: 0-7695-1695-X
ASCII Text
x 
 
Toshihiko Misu, Masahide Naemura, Wentao Zheng, Yoshinori Izumi, Kazuo Fukui, "Robust Tracking of Soccer Players Based on Data Fusion," Pattern Recognition, International Conference on, vol. 1, pp. 10556, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 1, 2002.
 
 
BibTex
x
 
@article{ 10.1109/ICPR.2002.1044792,
author = {Toshihiko Misu and Masahide Naemura and Wentao Zheng and Yoshinori Izumi and Kazuo Fukui},
title = {Robust Tracking of Soccer Players Based on Data Fusion},
journal ={Pattern Recognition, International Conference on},
volume = {1},
year = {2002},
issn = {1051-4651},
pages = {10556},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1044792},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Robust Tracking of Soccer Players Based on Data Fusion
SN - 1051-4651
SP
EP
A1 - Toshihiko Misu,
A1 - Masahide Naemura,
A1 - Wentao Zheng,
A1 - Yoshinori Izumi,
A1 - Kazuo Fukui,
PY - 2002
KW - null
VL - 1
JA - Pattern Recognition, International Conference on
ER -
 
Toshihiko Misu, NHK (Japan Broadcasting Corporation)
Masahide Naemura, NHK (Japan Broadcasting Corporation)
Wentao Zheng, NHK (Japan Broadcasting Corporation)
Yoshinori Izumi, NHK (Japan Broadcasting Corporation)
Kazuo Fukui, NHK (Japan Broadcasting Corporation)

This paper presents a technique for integrating multiple visual features for tracking moving objects. Our proposed method consists of observation (pattern-matching) units and prediction units, which form a ladder structure.

The major feature of our proposed method is that each of the observation units with different pattern matching algorithms is executed step-by-step to innovate the state vector considering the reliability of the observation. The fusion of multiple observations makes the tracks robust to occlusion and to deformation.

In this paper, experiments with soccer sequences are shown to validate the technique?s robustness. Its applications to broadcasting services are also briefly discussed.

Citation:
Toshihiko Misu, Masahide Naemura, Wentao Zheng, Yoshinori Izumi, Kazuo Fukui, "Robust Tracking of Soccer Players Based on Data Fusion," icpr, vol. 1, pp.10556, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 1, 2002
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