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Advanced pattern recognition technologies with applications to biometrics

Author: David Zhang
Publisher: Hershey : Information Science Reference, ©2009.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
"This book focuses on two kinds of advanced biometric recognition technologies, biometric data discrimination and multi-biometrics"--Provided by publisher.
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Advanced pattern recognition technologies with applications to biometrics.
Hershey : Information Science Reference, ©2009
(DLC) 2008040444
(OCoLC)254529213
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: David Zhang
ISBN: 9781605662015 1605662011
OCLC Number: 310122979
Notes: "Premier reference source"--Cover.
Description: 1 online resource (xv, 368 pages) : illustrations
Contents: 1. Overview / David Zhang, Fengxi Song, Yong Xu, Zhizhen Liang --
2. Discriminant analysis for biometric recognition --
3. Discriminant criteria for pattern classification --
4. Orthogonal discriminant analysis methods --
5. Parameterized discriminant analysis methods --
6. Two novel facial feature extraction methods --
7. Tensor space --
8. Tensor principal component analysis --
9. Tensor linear discriminant analysis --
10. Tensor independent component analysis and tensor non-negative factorization --
11. Other tensor analysis and further direction --
12. From single biometrics to multi-biometrics --
13. Feature level fusion --
14. Matching score level fusion --
15. Decision level fusion --
16. Book summary.
Responsibility: David Zhang [and others].

Abstract:

Focuses on two kinds of advanced biometric recognition technologies, biometric data discrimination and multi-biometrics, while introducing research in developing biometric recognition technologies.  Read more...

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