A two-stage outlier rejection strategy for numerical field extraction in handwritten documents

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	Similar Articles Articles by Clement Chatelain Articles by Laurent Heutte Articles by Thierry Paquet

18th International Conference on Pattern Recognition (ICPR'06) Volume 3

Hong Kong

August 20-August 24

ISBN: 0-7695-2521-0

	ASCII Text	x
	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	x
	@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

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.190

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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