Discriminative Learning in Biometrics
| Autor: | Xu, Yong Zhang, David Zuo, Wangmeng |
|---|---|
| EAN: | 9789811095153 |
| Sachgruppe: | Informatik, EDV |
| Sprache: | Englisch |
| Seitenzahl: | 280 |
| Produktart: | Kartoniert / Broschiert |
| Veröffentlichungsdatum: | 16.06.2018 |
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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.
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