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16th International Conference on Pattern Recognition (ICPR'02) - Volume 2
Style-Conscious Quadratic Field Classifier
Quebec City, QC, Canada
August 11-August 15
ISBN: 0-7695-1695-X
ASCII Text
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Sriharsha Veeramachaneni, Hiromichi Fujisawa, Cheng-Lin Liu, George Nagy, "Style-Conscious Quadratic Field Classifier," Pattern Recognition, International Conference on, vol. 2, pp. 20072, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 2, 2002.
 
 
BibTex
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@article{ 10.1109/ICPR.2002.1048239,
author = {Sriharsha Veeramachaneni and Hiromichi Fujisawa and Cheng-Lin Liu and George Nagy},
title = {Style-Conscious Quadratic Field Classifier},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2002},
issn = {1051-4651},
pages = {20072},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1048239},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Style-Conscious Quadratic Field Classifier
SN - 1051-4651
SP
EP
A1 - Sriharsha Veeramachaneni,
A1 - Hiromichi Fujisawa,
A1 - Cheng-Lin Liu,
A1 - George Nagy,
PY - 2002
KW - null
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Sriharsha Veeramachaneni, Rensselaer Polytechnic Institute
Hiromichi Fujisawa, Hitachi Central Research Laboratory
Cheng-Lin Liu, Hitachi Central Research Laboratory
George Nagy, Rensselaer Polytechnic Institute
When patterns occur in the form of groups generated by the same source, distinctions between sources can be exploited to improve accuracy. We present a method for exploiting such ?style? consistency using a quadratic discriminant. We show that under reasonable assumptions on the feature and class distributions, the estimation of style parameters is simple and accurate, therefore style constrained classification deserves further attention.
Citation:
Sriharsha Veeramachaneni, Hiromichi Fujisawa, Cheng-Lin Liu, George Nagy, "Style-Conscious Quadratic Field Classifier," icpr, vol. 2, pp.20072, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 2, 2002
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