Biometric image discrimination technologies
Title:
Biometric image discrimination technologies
Author:
Zhang, David, 1949-
ISBN:
9781591408321
Personal Author:
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2006.
Physical Description:
electronic texts (xiv, 358 p. : ill.) : digital files.
Series:
Computational intelligence and its applications series
Computational intelligence and its applications series.
Contents:
Chapter 1. An introduction to biometrics image discrimination (BID) -- Section 1. BID fundamentals -- Chapter 2. Principal component analysis -- Chapter 3: -- Linear discrimination analysis -- Chapter 4. PCA/LDA applications in biometrics -- Section 2. Improved BID technologies -- Chapter 5. Statistical uncorrelation analysis -- Chapter 6: -- Solutions of LDA for small sample size problems -- Chapter 7. An improved LDA approach -- Chapter 8. Discriminant DCT feature extraction -- Chapter 9. Other typical BID improvements -- Section 3. Advanced BID technologies -- Chapter 10. Complete Kernel Fisher discriminant analysis -- Chapter 11. 2D image matrix-based discriminator -- Chapter 12. Two-directional PCA/LDA -- Chapter 13. Feature fusion using complex discriminator -- About the authors -- Index.
Abstract:
"The book gives an introduction to basic biometric image discrimination technologies including theories that are the foundations of those technologies and new algorithms for biometrics authentication"--Provided by publisher.
Added Corporate Author:
Electronic Access:
Chapter PDFs via platform: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59140-830-7