Piecewise one dimensional Self Organizing Map for fast feature extraction

It is well known that the problem arising from high dimensionality of data should be considered in pattern recognition field. Face recognition databases are usually high dimensionality, especially when limited training samples are available for each subject. Traditional techniques perform dimensiona...

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Bibliographic Details

Published in:	2010 10th International Conference on Intelligent Systems Design and Applications pp. 633 - 638
Main Author:	Sagheer, A
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.11.2010
Subjects:	Accuracy computation complexity face recognition Feature extraction Image recognition Neurons principal rows analysis self organizing maps Testing Training
ISBN:	1424481341, 9781424481347
ISSN:	2164-7143
Online Access:	Get full text
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