UODV: Improved algorithm and generalized theory

Pattern Recognition

Volumn 36, Issue 11, 2003, Pages 2593-2602

  Jing, Xiao Yuan ^a,b   Zhang, David ^a   Jin, Zhong ^c  

^a Department of Applied Mathematics   (Hong Kong)

^b INSTITUTE OF AUTOMATION   (China)

^c NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Fisherface method; Generalized theorem; Improved algorithm; Statistical uncorrelation; Typical principal component analysis; Uncorrelated optimal discrimination vectors

Indexed keywords

ALGORITHMS; INFORMATION ANALYSIS;

UNCORRELATED OPTIMAL DISCRIMINATION VECTORS (UODV);

PATTERN RECOGNITION;

PATTERN RECOGNITION;

EID: 0141751612     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0031-3203(03)00177-8     Document Type: Article

References (23)

1. Jain A.K. Duin R.P.W. Mao J. Statistical pattern recognition: A review IEEE Trans. Pattern Anal. Mach. Intell. 22 1 2000 4-37
2. Nishino K. Sato Y. Ikeuchi K. Eigen-texture method: Appearance compression and synthesis based on a 3D model IEEE Trans. Pattern Anal. Mach. Intell. 23 11 2001 1257-1265
3. Martinez A.M. Kak A.C. PCA versus LDA IEEE Trans. Pattern Anal. Mach. Intell. 23 2 2001 228-233
4. Loog M. Duin R.P.W. Haeb-Umbach R. Multiclass linear dimension reduction by weighted pairwise Fisher criteria IEEE Trans. Pattern Anal. Mach. Intell. 23 7 2001 762-766
5. Bruce L.M. Morgan C. Larsen S. Automated detection of subpixel hyperspectral targets with continuous and discrete wavelet transforms IEEE Trans. Geosci. Remote Sensing 39 10 2001 2217-2226
6. Vailaya A. Zhang H. Yang C. Liu F. Jain A.K. Automatic image orientation detection IEEE Trans. Image Process. 11 7 2002 746-755
7. Liu C. Wechsler H. Gabor feature based classification using the enhanced Fisher linear discrimination model for face recognition IEEE Trans. Image Process. 10 4 2002 467-476
8. Turk M. Pentland A. Eigenfaces for recognition Int. J. Cognitive Neurosci. 3 1 1991 71-86
9. Chellappa R. Wilson C. Sirohey S. Human and machine recognition of faces: A survey Proc. IEEE 83 5 1995 705-740
10. Martinez A.M. Recognizing imprecisely localized, partially occluded, and expression variant faces from a single sample per class IEEE Trans. Pattern Anal. Mach. Intell. 24 6 2002 748-763
11. Belhumeur P.N. Hespanha J.P. Kriegman D.J. Eigenfaces vs. fisherface: Recognition using class specific linear projection IEEE Trans. Pattern Anal. Mach. Intell. 19 7 1997 711-720
12. Chen L. Liao H.M. Ko M. Lin J. Yu G. A new LDA-based face recognition system which can solve the small sample size problem Pattern Recognition 33 10 2000 1713-1726
13. Yang J. Yang J.Y. Why can LDA be performed in PCA transformed space? Pattern Recognition 36 2 2003 563-566
14. Foley D.H. Sammon J.W. An optimal set of discrimination vectors IEEE Trans. Comput. 24 3 1975 281-289
15. Okada T. Tomita S. An optimal orthonormal system for discriminant analysis Pattern Recognition 18 2 1985 139-144
16. Duchene J. Leclercq S. An optimal transformation for discriminant and principal component analysis IEEE Trans. Pattern Anal. Mach. Intell. 10 6 1988 978-983
17. Liu K. Cheng Y.Q. Yang J.Y. Liu X. An efficient algorithm for Foley-Sammon optimal set of discrimination vectors by algebraic method Int. J. Pattern Recognition Artif. Intell. 6 5 1992 817-829
18. Liu K. Cheng Y.Q. Yang J.Y. Algebraic feature extraction for image recognition based on an optimal discrimination criterion Pattern Recognition 26 6 1993 903-911
19. Jin Z. Yang J. Hu Z. Lou Z. Face recognition based on the uncorrelated discrimination transformation Pattern Recognition 34 7 2001 1405-1416
20. Jin Z. Yang J. Tang Z. Hu Z. A theorem on the uncorrelated optimal discrimination vectors Pattern Recognition 34 10 2001 2041-2047
21. Yang J. Yang J. Zhang D. What's wrong with Fisher criterion? Pattern Recognition 35 11 2002 2665-2668
22. Fukunaga K. Introduction to Statistical Pattern Recognition 1990 Academic Press New York
23. Woods K. Kegelmeyer W.P. Bowyer K. Combination of multiple classifiers using local accuracy estimates IEEE Trans. Pattern Anal. Mach. Intell. 19 4 1997 405-410