Discriminative Learning in Biometrics

Nonfiction, Computers, Advanced Computing, Engineering, Optical Data Processing, Computer Vision, General Computing
Cover of the book Discriminative Learning in Biometrics by David Zhang, Yong Xu, Wangmeng Zuo, Springer Singapore
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Author: David Zhang, Yong Xu, Wangmeng Zuo ISBN: 9789811020568
Publisher: Springer Singapore Publication: October 26, 2016
Imprint: Springer Language: English
Author: David Zhang, Yong Xu, Wangmeng Zuo
ISBN: 9789811020568
Publisher: Springer Singapore
Publication: October 26, 2016
Imprint: Springer
Language: English

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.

 

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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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