Discriminative Learning in Biometrics
Softcover reprint of the original 1st ed. 2016
Book Details
Format
Paperback / Softback
ISBN-10
9811095159
ISBN-13
9789811095153
Edition
Softcover reprint of the original 1st ed. 2016
Publisher
Springer Verlag, Singapore
Imprint
Springer Verlag, Singapore
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 16th, 2018
Print length
266 Pages
Product Classification:
Pattern recognition
Ksh 16,200.00
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This monograph describes the latest advances in discriminative learning methods for biometric recognition.
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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