Applying a Weighting Matrix to the Hierarchical Neural Network Model for Handwritten Thai Character Recognition

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	Similar Articles Articles by Arit Thammano Articles by Patcharawadee Poolsamran

International Conference on Computational Inteligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce (CIMCA'06)

Sydney Australia

November 28-December 01

ISBN: 0-7695-2731-0

	ASCII Text	x
	Arit Thammano, Patcharawadee Poolsamran, "Applying a Weighting Matrix to the Hierarchical Neural Network Model for Handwritten Thai Character Recognition," Computational Intelligence for Modelling, Control and Automation, International Conference on, pp. 85, International Conference on Computational Inteligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce (CIMCA'06), 2006.

	BibTex	x
	@article{ 10.1109/CIMCA.2006.50, author = {Arit Thammano and Patcharawadee Poolsamran}, title = {Applying a Weighting Matrix to the Hierarchical Neural Network Model for Handwritten Thai Character Recognition}, journal ={Computational Intelligence for Modelling, Control and Automation, International Conference on}, volume = {0}, year = {2006}, isbn = {0-7695-2731-0}, pages = {85}, doi = {http://doi.ieeecomputersociety.org/10.1109/CIMCA.2006.50}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computational Intelligence for Modelling, Control and Automation, International Conference on TI - Applying a Weighting Matrix to the Hierarchical Neural Network Model for Handwritten Thai Character Recognition SN - 0-7695-2731-0 SP EP A1 - Arit Thammano, A1 - Patcharawadee Poolsamran, PY - 2006 KW - null VL - 0 JA - Computational Intelligence for Modelling, Control and Automation, International Conference on ER -

Arit Thammano, King Mongkut's Institute of Technology Ladkrabang, Thailand

Patcharawadee Poolsamran, King Mongkut's Institute of Technology Ladkrabang, Thailand

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CIMCA.2006.50

This paper proposes a new neural network approach to the off-line handwritten Thai character recognition. This new neural network is a hierarchical neural network; it employs the concept of a weighting matrix in measuring the similarity between the incoming input pattern and the reference patterns. The experiments have been conducted to recognize both slipshod and proper handwritten characters. The results demonstrate a very promising performance of the proposed approach.

Citation:

Arit Thammano, Patcharawadee Poolsamran, "Applying a Weighting Matrix to the Hierarchical Neural Network Model for Handwritten Thai Character Recognition," cimca, pp.85, International Conference on Computational Inteligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce (CIMCA'06), 2006

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