Discriminative Learning in Biometrics
Zhang, David; Xu, Yong; Zuo, Wangmeng
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Description for Discriminative Learning in Biometrics
Hardback. Num Pages: 279 pages, 37 black & white illustrations, 73 colour illustrations, biography. BIC Classification: UMB; UYQP. Category: (P) Professional & Vocational. Dimension: 163 x 242 x 22. Weight in Grams: 626.
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.
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.
Product Details
Format
Hardback
Publication date
2016
Publisher
Springer Verlag, Singapore Singapore
Number of pages
279
Condition
New
Number of Pages
266
Place of Publication
Singapore, Singapore
ISBN
9789811020551
SKU
V9789811020551
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Zhang, David; Xu, Yong; Zuo, Wangmeng
David Zhang is currently a professor at the Department of Computing, the Hong Kong Polytechnic University where he is the Founding Director of Biometrics Research Centre (UGC/CRC) supported by the Hong Kong SAR Government. He is the book editor of Springer’s International Series on Biometrics (KISB); organizer of the first International Conference on Biometrics Authentication (ICBA); associate editor of more ... Read more
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