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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.
- Illustratör: Bibliographie
- Format: Inbunden
- ISBN: 9789811020551
- Språk: Engelska
- Antal sidor: 266
- Utgivningsdatum: 2016-11-04
- Förlag: Springer Verlag, Singapore