Evolution of optimal projection axes (OPA) for face recognition

Proceedings - 3rd IEEE International Conference on Automatic Face and Gesture Recognition, FG 1998

Volumn , Issue , 1998, Pages 282-287

  Liu, Chengjun ^a   Wechsler, Harry ^a  

^a Krasnow Institute for Advanced Study   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FACE RECOGNITION; GENETIC ALGORITHMS; PRINCIPAL COMPONENT ANALYSIS; STOCHASTIC SYSTEMS;

BETTER PERFORMANCE; CLASS SEPARATION; FERET DATABASE; FITNESS FUNCTIONS; GENETIC ALGORITHM (GAS); NON-ORTHOGONAL; OVER-COMPLETE; SYSTEMATIC SEARCHES;

MEAN SQUARE ERROR;

EID: 84905383339     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AFGR.1998.670962     Document Type: Conference Paper

References (17)

1. H. B. Barlow. Unsupervised learning. Neural Computation 1:295-311 1989.
2. J. G. Daugman. An information-theoretic view of analog representation in striate cortex. In E. L. Schwartz editor Computational Neuroscience pages 403-424. MIT Press 1990.
3. G. M. Edelman. Neural Darwinism. Basic Books 1987.
4. K. Fukunaga. Introduction to Statistical Pattern Recognition. Academic Press second edition 1991.
5. D. Goldberg. Genetic Algorithms in Search Optimization and Machine Learning. Addison-Wesley 1989.
6. S. Haykin. Neural Networks-A Comprehensive Foundation. Macmillan College Publishing Company Inc. New York 1994.
7. I. T. Jolliffe. Principal Component Analysis. Springer New York 1986.
8. R. Kohavi and G. John. Wrappers fo r feature subset selection. Technical report Computer Science Department Stanford University 1995.
9. B. A. Olshausen and D. J. Field. Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 381(13):607-609 1996.
10. P. J. Phillips H. Wechsler J. Huang and P. Rauss. The FERET database and evaluation procedure for face recognition algorithms. To appear in Image and Vision Computing 1998.
11. T. Poggio V. Torre and C. Koch. Computational vision and regularization theory. Nature 317:314-319 1985.
12. R. P. N. Rao and D. Ballard. Object indexing using an iconic sparse distributed memory. In 5th. Int. Conf. on Computer Vision pages 24-31 Boston MA 1995.
13. D. Ruderman. The st atistics of natural images. Network : Computation in Neural Systems 5:598-605 1994.
14. L. Sirovich and M. Kirby. Low-dimensional procedure for the characterization of human faces. J. Opt. Soc. Am. A 4(3):519-524 1987.
15. D. L. Swets and J. Weng. Using discriminant eigenfeatures for image retrieval. IEEE Trans. on PAMI 18(8):831-836 1996.
16. A. Tikhonov and V. Arsenin. Solutions of Ill-posed Problems. W. H. Winston Washington DC 1977.
17. M. Turk and A. Pentland. Eigenfaces for recognition. Journal of Cognitive Neuroscience 13(1):71-86 1991.