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18th International Conference on Pattern Recognition (ICPR'06) Volume 2
Historical Hand-Written String Recognition by Non-linear Discriminant Analysis using Kernel Feature Selection
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
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Ryo Inoue, Hidehisa Nakayama, Nei Kato, "Historical Hand-Written String Recognition by Non-linear Discriminant Analysis using Kernel Feature Selection," Pattern Recognition, International Conference on, vol. 2, pp. 1094-1097, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.629,
author = {Ryo Inoue and Hidehisa Nakayama and Nei Kato},
title = {Historical Hand-Written String Recognition by Non-linear Discriminant Analysis using Kernel Feature Selection},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2006},
issn = {1051-4651},
pages = {1094-1097},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.629},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Historical Hand-Written String Recognition by Non-linear Discriminant Analysis using Kernel Feature Selection
SN - 1051-4651
SP1094
EP1097
A1 - Ryo Inoue,
A1 - Hidehisa Nakayama,
A1 - Nei Kato,
PY - 2006
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Ryo Inoue, Tohoku University, Sendai, Japan
Hidehisa Nakayama, Tohoku University, Sendai, Japan
Nei Kato, Tohoku University, Sendai, Japan
In this paper, we propose a method to compose a classifier by non-linear discriminant analysis using kernel method combined with kernel feature selection for holistic recognition of historical hand-written string. Through experiments using historical hand-written string database HCD2, we show that our approach can obtain high recognition accuracy comparable to that of individual character recognition.
Citation:
Ryo Inoue, Hidehisa Nakayama, Nei Kato, "Historical Hand-Written String Recognition by Non-linear Discriminant Analysis using Kernel Feature Selection," icpr, vol. 2, pp.1094-1097, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006
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