Biometric image discrimination technologies [electronic resource] /
David Zhang, Xiaoyuan Jing, Jian Yang.
- Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2006.
- electronic texts (xiv, 358 p. : ill.) : digital files.
- Computational intelligence and its applications series .
- Computational intelligence and its applications series. .
Includes bibliographical references and index.
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.
Restricted to subscribers or individual electronic text purchasers.
"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.