DocumentCode :
2134592
Title :
A color facial authentification system based on semi supervised backporpagation neural network
Author :
Belghini, Naouar ; Zarghili, Arsalane ; Kharroubi, Jamal ; Majda, Aicha
Author_Institution :
LTTI Lab., Sidi Mohamed Ben Abdellah Univ., Fez, Morocco
fYear :
2011
fDate :
7-9 April 2011
Firstpage :
1
Lastpage :
4
Abstract :
A Backpropagation Neural Network (BPNN) is one of the most used methods in the domain of face recognition. BPNN need supervised training to learn how to predict results from desired data, and through many research and studies, they proof there robustness to do so. In this paper, we propose a hybrid method to achieve face recognition purpose using semi supervised BPNN. The idea is to get the desired output of the network from an exterior classifier and then apply the back propagation algorithm to recognize facial data.
Keywords :
backpropagation; face recognition; image colour analysis; neural nets; color facial authentification system; face recognition; semi supervised backporpagation neural network; supervised training; Artificial neural networks; Databases; Face; Face recognition; Neurons; Support vector machine classification; Training; All-Class-in-One-Network; Face recognition; Neural Network; SOM; back propagation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Computing and Systems (ICMCS), 2011 International Conference on
Conference_Location :
Ouarzazate
ISSN :
Pending
Print_ISBN :
978-1-61284-730-6
Type :
conf
DOI :
10.1109/ICMCS.2011.5945666
Filename :
5945666
Link To Document :
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