Distance Transform Approximation with a Multilayer Perceptron for 2D Image Recognition

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	Similar Articles Articles by H?ctor-Uriel Rodr?guez-Ponce Articles by Roberto Rosas-Romero

15th International Conference on Electronics, Communications and Computers (CONIELECOMP'05)

Puebla, Mexico

February 28-March 02

ISBN: 0-7695-2283-1

	ASCII Text	x
	H?ctor-Uriel Rodr?guez-Ponce, Roberto Rosas-Romero, "Distance Transform Approximation with a Multilayer Perceptron for 2D Image Recognition," Electronics, Communications, and Computers, International Conference on, pp. 213-216, 15th International Conference on Electronics, Communications and Computers (CONIELECOMP'05), 2005.

	BibTex	x
	@article{ 10.1109/CONIEL.2005.37, author = {H?ctor-Uriel Rodr?guez-Ponce and Roberto Rosas-Romero}, title = {Distance Transform Approximation with a Multilayer Perceptron for 2D Image Recognition}, journal ={Electronics, Communications, and Computers, International Conference on}, volume = {0}, year = {2005}, isbn = {0-7695-2283-1}, pages = {213-216}, doi = {http://doi.ieeecomputersociety.org/10.1109/CONIEL.2005.37}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Electronics, Communications, and Computers, International Conference on TI - Distance Transform Approximation with a Multilayer Perceptron for 2D Image Recognition SN - 0-7695-2283-1 SP213 EP216 A1 - H?ctor-Uriel Rodr?guez-Ponce, A1 - Roberto Rosas-Romero, PY - 2005 KW - null VL - 0 JA - Electronics, Communications, and Computers, International Conference on ER -

H?ctor-Uriel Rodr?guez-Ponce, Universidad de las Am?ricas

Roberto Rosas-Romero, Universidad de las Am?ricas

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CONIEL.2005.37

This paper presents a multilayer perceptron which approximates the distance transform of 2D images, specifically capital vowels. Approximation of images? distance transforms are used with the purpose of fast recalling in well handwritten capital vowels within a square of 64x64 pixels. Architecture that has both, fast training and good approximation of distance transform is described. Possible improvements for further research are described too.

Citation:

H?ctor-Uriel Rodr?guez-Ponce, Roberto Rosas-Romero, "Distance Transform Approximation with a Multilayer Perceptron for 2D Image Recognition," conielecomp, pp.213-216, 15th International Conference on Electronics, Communications and Computers (CONIELECOMP'05), 2005

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