Personal authentication based on generalized symmetric max minimal distance in subspace

Proceedings - IEEE International Conference on Multimedia and Expo

Volumn 1, Issue , 2003, Pages I245-I248

  Zhang, Wende ^a   Chen, Tsuhan ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; AUTHENTICATION; FACE RECOGNITION; SUPPORT VECTOR MACHINES;

CLASSIFICATION ALGORITHM; DECISION BOUNDARY; FACE AUTHENTICATION; FEASIBLE SOLUTION; LINEAR CLASSIFIERS; MULTIMODAL FEATURES; OPTIMIZATION PROCEDURES; PERSONAL AUTHENTICATION;

VECTORS;

EID: 84908478409     PISSN: 19457871     EISSN: 1945788X     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2003.1220900     Document Type: Conference Paper

References (16)

1. l.T. Jolliffe, Principal Component Analysis, Spring-Verlag, New York, 1986.
2. R.A. Fisher, "The use of multiple measurements in taxonomic problems", Annuals of Eugenics, vol. 7, pp. 111132, 1936.
3. M. Turk and A. Pentland, "Eigenfaces for recognition", Journal of Cognitive Neuroscience. 3, pp. 71-86, 1991.
4. X. M. Liu, T. Chen and B.V.K.V. Kumar, "Face Authentication for Multiple Subjects Using Eigen flow", Pattern Recognition, Special issue on Biometric, Nov 2001.
5. P.N. Belhumeur, J.P. Hespanha and D.J. Kriegman, "Eigenfaces vs Fisherfaces: recognition using class specific linear projection", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 20, pp. 711 -720, 1997.
6. V.N. Vapnik, Estimation of dependences based on empirical data, Springer-Verlag, Berlin, 1982.
7. C. Cortes and V.N. Vapnik, "Support vector networks", Machine Learning, vol. 20, pp. 273-297, 1995.
8. V.N. Vapnik, Statistical Learning Theory, Wiley, New York, 1998.
9. C.J.C. Burges, "A tutorial on support vector machines for pattern recognition", Knowledge Discovery and Data Mining, vol. 2, no. 2, pp. 121-167, 1998.
10. N. Cristianini and J. Shawe-Taylor, An Introduction to Support Vector Machines, Cambridge University Press, Cambridge, UK, 2000.
11. K.-R. Muller, S. Mika, G. Ratsch,, K. Tsuda, B. SchOlkopf, "An Introduction to kernel-based learning algorithms", IEEE Transactions on Neural Networks, Vol. 12, pp.181 - 201, 2001.
12. K. Jonsson, J, Kittler, Y. P. Li, and J. Matas "Support vector machines for face authentication", in Proceedings of British Machine Vision Conference. T. Pridmore and D. Elliman, Ed., pp. 543-553, 1999.
13. P.J. Phollips, "Support vector machines applied to face recognition"' in Proceedings of Advances in Neural Information Processing Systems II. M.S Keans, S.A. Solla, and D.A. Cohn, Ed., 1998.
14. G- Guo, S. Li, and K. Chan, "Face recognition by support vector machines", in Proceedings of the International Conferences on Automatic Face and Gesture Recognition, pp. 196-201, 2000.
15. W. Zhang and T. Chen, "Authentication based on Symmetric Max Minimal distance in Subspace", accepted by Conference of Computer Vision and Pattern Recognition, 2003.
16. T. Sim, S. Baker, and M. Bsat, "The CMU Pose, Illumination, and Expression (PIE) Database", in Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, 2002.