Face Recognition Methods Based on Feedforward Neural Networks, Principal Component Analysis and Self-Organizing Map

Face Recognition Methods Based on Feedforward Neural Networks, Principal Component Analysis and Self-Organizing Map

In this contribution, human face as biometric is considered. Original method of feature extraction from image data is introduced using MLP (multilayer perceptron) and PCA (principal component analysis). This method is used in human face recognition system and results are compared to face recognition...

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Bibliographic Details
Main Authors: J. Pavlovicova, M. Oravec
Format: Article
Language:English
Published: Spolecnost pro radioelektronicke inzenyrstvi 2007-04-01
Series:Radioengineering
Subjects:
Biometrics
face recognition
neural networks
PCA
multilayer perceptron
radial-basis function network
self-organizing map
visualization
LDA
kernels
Online Access:http://www.radioeng.cz/fulltexts/2007/07_01_51_57.pdf

Internet

http://www.radioeng.cz/fulltexts/2007/07_01_51_57.pdf

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