Learning and Extracting Edges from Images by a Modified Hopfield Neural Network

I
ICPR
2002
16th International Conference on Pattern Recognition (ICPR'02) - Volume 3
Abstract - Learning and Extracting Edges from Images by a Modified Hopfield Neural Network

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16th International Conference on Pattern Recognition (ICPR'02) - Volume 3

Quebec City, QC, Canada

August 11-August 15

ISBN: 0-7695-1695-X

	ASCII Text	x
	Sylvain Chartier, Richard Lepage, "Learning and Extracting Edges from Images by a Modified Hopfield Neural Network," Pattern Recognition, International Conference on, vol. 3, pp. 30431, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 3, 2002.

	BibTex	x
	@article{ 10.1109/ICPR.2002.1047940, author = {Sylvain Chartier and Richard Lepage}, title = {Learning and Extracting Edges from Images by a Modified Hopfield Neural Network}, journal ={Pattern Recognition, International Conference on}, volume = {3}, year = {2002}, issn = {1051-4651}, pages = {30431}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1047940}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Pattern Recognition, International Conference on TI - Learning and Extracting Edges from Images by a Modified Hopfield Neural Network SN - 1051-4651 SP EP A1 - Sylvain Chartier, A1 - Richard Lepage, PY - 2002 KW - null VL - 3 JA - Pattern Recognition, International Conference on ER -

Sylvain Chartier, Universite du Quebec a Montreal

Richard Lepage, Ecole de technologie superieure

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1047940

This paper introduced a modified unsupetvised Hopfield network that can learn the underlying process in an edge detection task from grey level images. After the learning phase, the network peiformance is tested to ensure that it can detect only the significant edges and that it can generalise other images.

Citation:

Sylvain Chartier, Richard Lepage, "Learning and Extracting Edges from Images by a Modified Hopfield Neural Network," icpr, vol. 3, pp.30431, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 3, 2002

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