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17th International Conference on Pattern Recognition (ICPR'04) - Volume 3
Gesture Recognition Using Temporal Template Based Trajectories
Cambridge UK
August 23-August 26
ISBN: 0-7695-2128-2
ASCII Text
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Caifeng Shan, Yucheng Wei, Xianchao Qiu, Tieniu Tan, "Gesture Recognition Using Temporal Template Based Trajectories," Pattern Recognition, International Conference on, vol. 3, pp. 954-957, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 3, 2004.
 
 
BibTex
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@article{ 10.1109/ICPR.2004.1334687,
author = {Caifeng Shan and Yucheng Wei and Xianchao Qiu and Tieniu Tan},
title = {Gesture Recognition Using Temporal Template Based Trajectories},
journal ={Pattern Recognition, International Conference on},
volume = {3},
year = {2004},
issn = {1051-4651},
pages = {954-957},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1334687},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Gesture Recognition Using Temporal Template Based Trajectories
SN - 1051-4651
SP954
EP957
A1 - Caifeng Shan,
A1 - Yucheng Wei,
A1 - Xianchao Qiu,
A1 - Tieniu Tan,
PY - 2004
KW - null
VL - 3
JA - Pattern Recognition, International Conference on
ER -
 
Caifeng Shan, Chinese Academy of Sciences, Beijing, P.R. China
Yucheng Wei, Chinese Academy of Sciences, Beijing, P.R. China
Xianchao Qiu, Chinese Academy of Sciences, Beijing, P.R. China
Tieniu Tan, Chinese Academy of Sciences, Beijing, P.R. China
In this paper, a novel approach of hand gesture recognition is proposed. The spatial-temporal trajectory of hand gesture is first tracked by the Mean Shift Embedded Particle Filter (MSEPF), and then represented in a static image using temporal template. Hand gestures are recognized by a two-layer classifier, which is based on statistical shape and orientation analysis of such Temporal Template Based Trajectories (TTBT). Experimental results show that our algorithm has high recognition rate.
Citation:
Caifeng Shan, Yucheng Wei, Xianchao Qiu, Tieniu Tan, "Gesture Recognition Using Temporal Template Based Trajectories," icpr, vol. 3, pp.954-957, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 3, 2004
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