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Discriminative Learning in Biometrics

By David Zhang, Yong Xu & Wangmeng Zuo

Release : 2016-10-26

Genre : Computers & Internet, Books, Computers

Kind : ebook

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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.
 

Discriminative Learning in Biometrics

By David Zhang, Yong Xu & Wangmeng Zuo

Release : 2016-10-26

Genre : Computers & Internet, Books, Computers

Kind : ebook

(0 ratings)
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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