Discriminative Learning in Biometrics

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Synopsis

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.

Book details

Edition:
1st ed. 2016
Author:
David Zhang, Yong Xu, Wangmeng Zuo
ISBN:
9789811020568
Related ISBNs:
9789811020551
Publisher:
Springer Singapore, Singapore
Pages:
N/A
Reading age:
Not specified
Includes images:
Yes
Date of addition:
2019-10-23
Usage restrictions:
Copyright
Copyright date:
2016
Copyright by:
Springer Singapore, Singapore 
Adult content:
No
Language:
English
Categories:
Computers and Internet, Nonfiction