Discriminative Learning in Biometrics [[electronic resource] /] / by David Zhang, Yong Xu, Wangmeng Zuo
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| Autore: |
Zhang David
|
| Titolo: |
Discriminative Learning in Biometrics [[electronic resource] /] / by David Zhang, Yong Xu, Wangmeng Zuo
|
| Pubblicazione: | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2016 |
| Edizione: | 1st ed. 2016. |
| Descrizione fisica: | 1 online resource (XIII, 266 p. 110 illus., 73 illus. in color.) |
| Disciplina: | 570.15195 |
| Soggetto topico: | Biometrics (Biology) |
| Pattern recognition | |
| Biometrics | |
| Pattern Recognition | |
| Persona (resp. second.): | XuYong |
| ZuoWangmeng | |
| Nota di bibliografia: | Includes bibliographical references at the end of each chapters and index. |
| Nota di contenuto: | 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. |
| Sommario/riassunto: | 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 their applications in palmprint authentication, face recognition and multi-biometrics. The ideas, algorithms, experimental evaluation and underlying rationales are also provided for a better understanding of these methods. Lastly, it discusses several promising research directions in the field of discriminative biometric recognition. . |
| Titolo autorizzato: | Discriminative Learning in Biometrics |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910148792703321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |