Facial identification using transformed domain by SVM

Title:	Facial identification using transformed domain by SVM
Authors:	Travieso, Carlos M. Alonso, Jesús B. Ferrer, Miguel A.
UNESCO Clasification:	3307 Tecnología electrónica
Keywords:	Support vector machines , Support vector machine classification , Discrete wavelet transforms , Discrete cosine transforms , Fast Fourier transforms , Biometrics , Wavelet domain , Discrete Fourier transforms , Robustness , Image databases
Issue Date:	2004
Publisher:	1071-6572
Journal:	Proceedings - International Carnahan Conference on Security Technology
Conference:	38th Annual International Carnahan Conference on Security Technology Proceedings - IEEE 38th Annual 2004 International Carnahan Conference on Security Technology
Abstract:	In this paper, we propose a facial biometric identification system, using transformed domains such as discrete cosine transforms (DCT), fast Fourier transforms (FFT) and discrete wavelets transforms (DWT). As novel classifier system has been utilized a support vector machines (SVM) (Burges, 1998), and in addition, the way of computing transformed coefficients. With the above system, it has been obtained a simple and robust system with good results, upper to 98% with the ORL face database (400 images) from Olivetti Research Laboratory.
URI:	http://hdl.handle.net/10553/44111
ISBN:	0-7803-8506-3
ISSN:	1071-6572
Source:	Proceedings - International Carnahan Conference on Security Technology[ISSN 1071-6572], p. 321-324
Appears in Collections:	Actas de congresos

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