Automatic face recognition in a heterogeneous population

Pattern Recognition Letters

Volumn 19, Issue 11, 1998, Pages 1067-1075

  Purnell, D W ^a   Nieuwoudt, C ^a   Botha, E C ^a  

^a UNIVERSITY OF PRETORIA   (South Africa)

Author keywords

Automatic face recognition; Heterogeneous population; Karhunen Lo ve; Principle component analysis

Indexed keywords

ALGORITHMS; IMAGE PROCESSING; PATTERN RECOGNITION SYSTEMS;

AUTOMATIC FACE RECOGNITION; HETEROGENEOUS POPULATION;

PATTERN RECOGNITION;

EID: 0032155277     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(98)00079-8     Document Type: Article

References (12)

1. Brunelli, R., Poggio, T., 1993. Face recognition: Features vs. templates. IEEE Transactions on Pattern Analysis and Machine Intelligence 15 (10), 1042-1052.
2. Intrator, N., Reisfeld, D., Yeshurun, Y., 1996. Face recognition using a hybrid supervised/unsupervised neural network. Pattern Recognition Letters 17, 67-76.
3. Levin, R., Rubin, D., 1991. Statistics for management. Prentice-Hall, London.
4. Pentland, A., Moghaddam, B., Starner, T., Turk, M., 1994. View-based and modular eigenspaces for face recognition. In: Proceedings of the IEEE Computer Soc. Conference on Computer Vision and Pattern Recognition, pp. 84-91.
5. Powell, M., 1977. Restart procedures for the conjugate gradient method. Mathematical Programming 12, 241-254.
6. Purnell, D., 1997. Automatic face recognition in a heterogeneous population. Masters thesis, Department electrical and electronic engineering, University of Pretoria, Pretoria, South Africa.
7. Purnell, D., Nieuwoudt, C., Botha, E., 1996. Face recognition using the Karhunen-Loève transform. In: Proceedings of the Seventh Annual South African Workshop on Pattern Recognition, IAPR. University of Cape Town, Cape Town, South Africa, pp. 7-11.
8. Purnell, D., Nieuwoudt, C., Botha, E., 1997. Automatic face recognition in a heterogeneous population. In: Proceedings of the Eighth Annual South African Workshop on Pattern Recognition, IAPR. Rhodes University, Rhodes, South Africa, pp. 58-59.
9. Samaria, F., 1994. Face recognition using hidden Markov models. Ph.D thesis, Trinity College, University of Cambridge, Cambridge.
10. Sirovich, L., Kirby, M., 1987. Low-dimensional procedure for the characterisation of human face. J. Opt. Soc. Amer. 4, 519-524.
11. Turk, M.A., Pentland, A.P., 1991. Face recognition using eigenfaces. In: Proceedings of the International Conference on Pattern Recognition, pp. 586-591.
12. Yahagi, T., Takano, H., 1995. Face recognition using neural networks with multiple combinations of categories. Systems and Computers in Japan 26 (13), 55-65.