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Discriminative Learning in Biometrics
Description
1st ed. 2016 Edition
by David Zhang (Author), Yong Xu (Author), Wangmeng Zuo (Author)
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.
Details
Year:
2016
Pages:
267
Language:
English
Format:
PDF
Size:
7 MB
ISBN-10:
9811020574, 9811020558
ISBN-13:
978-9811020575, 978-9811020551
ASIN:
B01MCYX9NS
