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18th International Conference on Pattern Recognition (ICPR'06) Volume 1
A New Method of Object Segmentation in the Basketball Videos
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
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Lifang Wu, Xianglong Meng, Xun Liu, Shiju Chen, "A New Method of Object Segmentation in the Basketball Videos," Pattern Recognition, International Conference on, vol. 1, pp. 319-322, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.122,
author = {Lifang Wu and Xianglong Meng and Xun Liu and Shiju Chen},
title = {A New Method of Object Segmentation in the Basketball Videos},
journal ={Pattern Recognition, International Conference on},
volume = {1},
year = {2006},
issn = {1051-4651},
pages = {319-322},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.122},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - A New Method of Object Segmentation in the Basketball Videos
SN - 1051-4651
SP319
EP322
A1 - Lifang Wu,
A1 - Xianglong Meng,
A1 - Xun Liu,
A1 - Shiju Chen,
PY - 2006
KW - null
VL - 1
JA - Pattern Recognition, International Conference on
ER -
 
Lifang Wu, Beijing University of Technology, China
Xianglong Meng, Beijing University of Technology, China
Xun Liu, Beijing University of Technology, China
Shiju Chen, Beijing University of Technology, China
Object segmentation is one of key issues in object based video analysis and retrieval. In this paper, a basketball segmentation algorithm is proposed. The algorithms involve a hierarchical basketball detection algorithm and a motion tracking algorithm based on adaptive object model. Basketball detection algorithm is started firstly, only when a basketball is detected, the tracking algorithm is started in the next frame. Moreover, there is a tracking result evaluation module in motion tracking algorithm, if it is true, the tracking algorithm is used in the next frame, otherwise, the detection module is started again. The experimental results from real basketball video confirm the efficiency of the proposed algorithms.
Citation:
Lifang Wu, Xianglong Meng, Xun Liu, Shiju Chen, "A New Method of Object Segmentation in the Basketball Videos," icpr, vol. 1, pp.319-322, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006
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