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17th International Conference on Pattern Recognition (ICPR'04) - Volume 1
Prototype Setting for Elastic Matching-Based Image Pattern Recognition
Cambridge UK
August 23-August 26
ISBN: 0-7695-2128-2
ASCII Text
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Naoki Matsumoto, Seiichi Uchida, Hiroaki Sakoe, "Prototype Setting for Elastic Matching-Based Image Pattern Recognition," Pattern Recognition, International Conference on, vol. 1, pp. 224-227, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 1, 2004.
 
 
BibTex
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@article{ 10.1109/ICPR.2004.1334064,
author = {Naoki Matsumoto and Seiichi Uchida and Hiroaki Sakoe},
title = {Prototype Setting for Elastic Matching-Based Image Pattern Recognition},
journal ={Pattern Recognition, International Conference on},
volume = {1},
year = {2004},
issn = {1051-4651},
pages = {224-227},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1334064},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Prototype Setting for Elastic Matching-Based Image Pattern Recognition
SN - 1051-4651
SP224
EP227
A1 - Naoki Matsumoto,
A1 - Seiichi Uchida,
A1 - Hiroaki Sakoe,
PY - 2004
KW - null
VL - 1
JA - Pattern Recognition, International Conference on
ER -
 
Naoki Matsumoto, Kyushu University, Japan
Seiichi Uchida, Kyushu University, Japan
Hiroaki Sakoe, Kyushu University, Japan
The purpose of this paper is to emphasize the importance the consistency between the distance measures on prototype setting and discrimination in elastic matching (EM)-based recognition. Specifically, this paper focuses on the following points: (i) confirmation of performance degradation when Euclidean distance is used on prototype setting whereas EM-distance is used on discrimination, and (ii) proposal of new prototype setting algorithm where this inconsistency is avoided. Through an experiment of handwritten character recognition, the effectiveness of the proposed algorithm was quantified.
Citation:
Naoki Matsumoto, Seiichi Uchida, Hiroaki Sakoe, "Prototype Setting for Elastic Matching-Based Image Pattern Recognition," icpr, vol. 1, pp.224-227, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 1, 2004
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