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18th International Conference on Pattern Recognition (ICPR'06) Volume 3
A two-stage outlier rejection strategy for numerical field extraction in handwritten documents
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
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Clement Chatelain, Laurent Heutte, Thierry Paquet, "A two-stage outlier rejection strategy for numerical field extraction in handwritten documents," Pattern Recognition, International Conference on, vol. 3, pp. 224-227, 18th International Conference on Pattern Recognition (ICPR'06) Volume 3, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.190,
author = {Clement Chatelain and Laurent Heutte and Thierry Paquet},
title = {A two-stage outlier rejection strategy for numerical field extraction in handwritten documents},
journal ={Pattern Recognition, International Conference on},
volume = {3},
year = {2006},
issn = {1051-4651},
pages = {224-227},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.190},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - A two-stage outlier rejection strategy for numerical field extraction in handwritten documents
SN - 1051-4651
SP224
EP227
A1 - Clement Chatelain,
A1 - Laurent Heutte,
A1 - Thierry Paquet,
PY - 2006
KW - null
VL - 3
JA - Pattern Recognition, International Conference on
ER -
 
Clement Chatelain, Laboratoire LITIS, 76800 Saint Etienne du Rouvray, FRANCE
Laurent Heutte, Laboratoire LITIS, 76800 Saint Etienne du Rouvray, FRANCE
Thierry Paquet, Laboratoire LITIS, 76800 Saint Etienne du Rouvray, FRANCE
In this article, we propose a segmentation-driven recognition system which aims at extracting numerical fields from handwritten documents. We show that a crucial point of the system is the rejection ability of the handwritten numeral classifier. Therefore, we propose a simple two-stage outlier rejection strategy, and we show the benefit of this strategy on the numerical field extraction results.
Citation:
Clement Chatelain, Laurent Heutte, Thierry Paquet, "A two-stage outlier rejection strategy for numerical field extraction in handwritten documents," icpr, vol. 3, pp.224-227, 18th International Conference on Pattern Recognition (ICPR'06) Volume 3, 2006
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