Advanced pattern recognition technologies with applications to biometrics
Title:
Advanced pattern recognition technologies with applications to biometrics
Author:
Zhang, David, 1949-
ISBN:
9781605662015
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2009.
Physical Description:
electronic texts (xv, 368 p. : ill.) : digital files.
General Note:
"Premier reference source"--Cover.
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.
Abstract:
With the increasing concerns on security breaches and transaction fraud, highly reliable and convenient personal verification and identification technologies are more and more requisite in our social activities and national services. Biometrics, used to recognize the identity of an individual, are gaining ever-growing popularity in an extensive array of governmental, military, forensic, and commercial security applications. This book focuses on two kinds of advanced biometric recognition technologies, biometric data discrimination and multi-biometrics, while systematically introducing recent research in developing effective biometric recognition technologies. Organized into three main sections, this cutting-edge book explores advanced biometric data discrimination technologies, describes tensor-based biometric data discrimination technologies, and develops the fundamental conception and categories of multi-biometrics technologies.
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Electronic Access:
Chapter PDFs via platform: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-60566-200-8