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http://hdl.handle.net/10553/44111
Título: | Facial identification using transformed domain by SVM | Autores/as: | Travieso, Carlos M. Alonso, Jesús B. Ferrer, Miguel A. |
Clasificación UNESCO: | 3307 Tecnología electrónica | Palabras clave: | 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 | Fecha de publicación: | 2004 | Editor/a: | 1071-6572 | Publicación seriada: | Proceedings - International Carnahan Conference on Security Technology | Conferencia: | 38th Annual International Carnahan Conference on Security Technology Proceedings - IEEE 38th Annual 2004 International Carnahan Conference on Security Technology |
Resumen: | 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 | Fuente: | Proceedings - International Carnahan Conference on Security Technology[ISSN 1071-6572], p. 321-324 |
Colección: | Actas de congresos |
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