Face recognition based on singular valued decomposition and back progagation neural network

Rasied, Thaahirah S. M. and Khalifa, Othman Omran and Kamarudin, Yuslina (2005) Face recognition based on singular valued decomposition and back progagation neural network. In: 1st International Conference on Computers, Communications, & Signal Processing with Special Track on Biomedical Engineering, 2005, (CCSP 2005), 14-16 November 2005.

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Abstract

This paper presents a developed face recognition system. The method used singular valued decomposition as images feature extractor and back propagation neural networks as its classifier. The back propagation training parameters are varied in order to find the best parameter with the highest performance accuracy. The results from experiments have showed that combinations of both methodologies give good recognition rate and therefore considered as an effective face recognition system.

Item Type:	Conference or Workshop Item (Full Paper)
Additional Information:	4119/5925
Subjects:	T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Depositing User:	Prof. Dr Othman O. Khalifa
Date Deposited:	03 Apr 2012 16:10
Last Modified:	03 Apr 2012 16:10
URI:	http://irep.iium.edu.my/id/eprint/5925

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