Discriminative learning in biometrics [electronic resource] / David Zhang, Yong Xu, Wangmeng Zuo.

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Discriminative learning in biometrics [electronic resource] / David Zhang, Yong Xu, Wangmeng Zuo.

9789811020568 (electronic book)
9811020566 (electronic book)
9789811020551
9811020558

Singapore : Springer, c2016.

English

1 online resource.

QH323.5

570.1/5195

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. .

Includes bibliographical references and index.

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Description based on print version record.

Print version: 9789811020551

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