Discriminative Learning in Biometrics PDF
by David Zhang, Yong Xu, Wangmeng Zuo
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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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- Format:PDF
- Publisher:Springer Nature Singapore
- Publication Date:26/10/2016
- Category:
- ISBN:9789811020568
Information
-
Download Now
- Format:PDF
- Publisher:Springer Nature Singapore
- Publication Date:26/10/2016
- Category:
- ISBN:9789811020568