Biometric image discrimination technologies

• Main Author: Zhang, David, 1949-
• Corporate Author: IGI Global.
• Other Authors: Jing, Xiaoyuan., Yang, Jian, 1973 June-
• Format: Electronic
• Language: English
• Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2006.
• Series: Computational intelligence and its applications series.
• Subjects: Pattern recognition systems.; Identification > Automation.; Biometric identification.
• Online Access: View fulltext via EzAccess

"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.

Table of 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.