Differentiation between Alphabetic and Numeric Data Using NN Ensembles

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16th International Conference on Pattern Recognition (ICPR'02) - Volume 4

Quebec City, QC, Canada

August 11-August 15

ISBN: 0-7695-1695-X

	ASCII Text	x
	Louisa Lam, Qizhi Xu, Ching Y. Suen, "Differentiation between Alphabetic and Numeric Data Using NN Ensembles," Pattern Recognition, International Conference on, vol. 4, pp. 40040, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 4, 2002.

	BibTex	x
	@article{ 10.1109/ICPR.2002.1047395, author = {Louisa Lam and Qizhi Xu and Ching Y. Suen}, title = {Differentiation between Alphabetic and Numeric Data Using NN Ensembles}, journal ={Pattern Recognition, International Conference on}, volume = {4}, year = {2002}, issn = {1051-4651}, pages = {40040}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1047395}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Pattern Recognition, International Conference on TI - Differentiation between Alphabetic and Numeric Data Using NN Ensembles SN - 1051-4651 SP EP A1 - Louisa Lam, A1 - Qizhi Xu, A1 - Ching Y. Suen, PY - 2002 KW - null VL - 4 JA - Pattern Recognition, International Conference on ER -

Louisa Lam, Concordia University and Hong Kong Institute of Education

Qizhi Xu, Concordia University

Ching Y. Suen, Concordia University

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1047395

This paper presents a new approach to differentiate handwritten alphabetic words from numeric strings (A/N), which is motivated by an application in a real-life bankcheque processing system. Neural networks are first considered with the focus on effective feature extraction and architecture selection. The combination of networks is then implemented to achieve highly reliable and accurate results.

Citation:

Louisa Lam, Qizhi Xu, Ching Y. Suen, "Differentiation between Alphabetic and Numeric Data Using NN Ensembles," icpr, vol. 4, pp.40040, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 4, 2002

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