Catálogo de publicaciones - libros
Multiple Classifier Systems: 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007. Proceedings
Michal Haindl ; Josef Kittler ; Fabio Roli (eds.)
En conferencia: 7º International Workshop on Multiple Classifier Systems (MCS) . Prague, Czech Republic . May 23, 2007 - May 25, 2007
Resumen/Descripción – provisto por la editorial
No disponible.
Palabras clave – provistas por la editorial
Pattern Recognition; Image Processing and Computer Vision; Artificial Intelligence (incl. Robotics); Biometrics; Computation by Abstract Devices
Disponibilidad
| Institución detectada | Año de publicación | Navegá | Descargá | Solicitá |
|---|---|---|---|---|
| No detectada | 2007 | SpringerLink |
Información
Tipo de recurso:
libros
ISBN impreso
978-3-540-72481-0
ISBN electrónico
978-3-540-72523-7
Editor responsable
Springer Nature
País de edición
Reino Unido
Fecha de publicación
2007
Información sobre derechos de publicación
© Springer-Verlag Berlin Heidelberg 2007
Tabla de contenidos
Biometric Person Authentication Is a Multiple Classifier Problem
Samy Bengio; Johnny Mariéthoz
Several papers have already shown the interest of using multiple classifiers in order to enhance the performance of biometric person authentication systems. In this paper, we would like to argue that the core task of Biometric Person Authentication is actually a multiple classifier problem as such: indeed, in order to reach state-of-the-art performance, we argue that all current systems , in one way or another, try to solve several tasks simultaneously and that without such joint training (or sharing), they would not succeed as well. We explain hereafter this perspective, and according to it, we propose some ways to take advantage of it, ranging from more parameter sharing to similarity learning.
- Invited Papers | Pp. 513-522