Discriminative Learning in Biometrics

This monograph describes the latest advances in discriminative learning methods for biometric recognition. Specifically, it focuses on three representative categories of methods: sparse representation-based classification, metric learning, and discriminative feature representation, together with the...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Zhang, David (Autor), Xu, Yong (Autor), Zuo, Wangmeng (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Singapore : Springer Nature Singapore : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Biometric identification.
Pattern recognition systems.
Biometrics.
Automated Pattern Recognition.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 1. Discriminative Learning in Biometrics
  • 2. Metric Learning with Biometric Applications
  • 3. Sparse Representation-based Classification for Biometric Recognition
  • 4. Discriminative Features for Palmprint Authentication
  • 5. Orientation Features and Distance Measure of Palmprint Authentication
  • 6. Multifeature Palmprint Authentication
  • 7. Discriminative Learning via Encouraging Virtual Face Images
  • 8. Sparse Representation-based Methods for Face Recognition
  • 9. Fusion Methodologies of Multiple Traits
  • 10. Discussions and Future Work.

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