LVQ base models for recognition of human faces

International Journal of Computer Applications in Technology

Volumn 16, Issue 4, 2003, Pages 181-193

  Khuwaja, G A ^a  

^a KUWAIT UNIVERSITY   (Kuwait)

Author keywords

Adaptive classification; Blind neuron; Combined classifier; Face recognition; Learning vector quantization

Indexed keywords

COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; DATABASE SYSTEMS; LEARNING ALGORITHMS; LEARNING SYSTEMS; NEURAL NETWORKS; PROBLEM SOLVING; VECTOR QUANTIZATION;

BLIND NEURONS; HIDDEN LAYER NEURONS; LEARNING VECTOR QUANTIZATION; PRUNING NETWORKS;

FACE RECOGNITION;

EID: 0037258513     PISSN: 09528091     EISSN: None     Source Type: Journal    
DOI: 10.1504/IJCAT.2003.000324     Document Type: Article

References (25)

1. Hoogenboom, R. (1996) 'Human face detection and recognition.' Master Thesis, University of Leiden.
2. Daugman, J. (1997) 'Face and gesture recognition: overview,' IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, No. 7, pp. 675-676.
3. Rowley, H.A., Baluja, S. and Kanade T. (1998) 'Neural network-based face detection,' IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 1, pp. 23-38.
4. Sung, K.K. and Poggio, T. (1997) 'Example-based learning for view-based human face detection,' IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 1, pp. 39-51.
5. Chellappa, R., Wilson, C.L. and Sirohey, S. (1995) 'Human and machine recognition of faces: A survey,' Proceedings of the IEEE, Vol. 83, No. 5, pp. 705-740.
6. Valentin, D., Abdi, H., Toole, A.J.O. and Cottrell, W. (1994) 'Connectionist models of face processing: A survey,' Pattern Recognition, Vol. 27, pp. 1209-1230.
7. Samal, A. and Iyangar, P. (1992) 'Automatic recognition and analysis of human faces and facial expressions: A survey,' Pattern Recognition, Vol. 25, No. 1, pp. 65-77.
8. Ho, T.K., Hull, J.J. and Srihari, S.N. (1996) 'Decision combination in multiclassifier systems,' IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 6, No. 1, pp. 66-75.
9. Srinivas, G. and Wechsler, H. (1997) 'Face recognition using hybrid classifiers,' Pattern Recognition, Vol. 30, No. 4, pp. 539-553.
10. Zhang, M. and Flucher, J. (1996) 'Face recognition using artificial neural network group-based adaptive tolerance (GAT) trees,' IEEE Transactions on Neural Networks, Vol. 7, No. 3, pp. 5555-5567.
11. David, B.S. (1997) 'Prototype selection for composite nearest neighbor classifiers,' Ph.D. Dissertation, University of Massachusetts Amherst.
12. Chuanyi, Ji and Sheng, Ma. (1997) 'Combinations of weak classifiers,' IEEE Transactions on Neural Networks, Vol. 8, No. 1, pp. 32-42.
13. Martinez, A.M. and Benavente, R. (1998) 'The AR face database,' Computer Vision Center (CVC) Technical Report #24, June, http://rvl1.ecn.purdue.edu/~aleixaleix_face_DB.html.
14. Samaria, A.S. (1994) 'Face recognition using hidden Markov models,' Ph.D. Dissertation, Trinity College, University of Cambridge, UK.
15. Turk, M. and Pentland, A. (1991) 'Eigenfaces for recognition,' Journal of Cognitive Neuroscience, Vol. 3, No. 1, pp. 71-86.
16. Belhumeur, P.N., Hespanha, J.P. and Kriegman, D.J. (1997) 'Eigenfaces versus Fisherfaces: Recognition using class specific linear projection,' IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, No. 7, pp. 711-720.
17. Lawrence, S., Lee, G.C., Tsoi, A.C. and Back, A. (1997) 'Face recognition: A convolutional neural network approach,' IEEE Transactions on Neural Networks, Vol. 8, No. 1, pp. 98-113.
18. Lin, S.H., Kung, S.Y. and Lin, L.J. (1997) 'Face recognition detection by probabilistic decision-based neural network,' IEEE Transactions on Neural Networks, Vol. 8, No. 1, pp. 114-132.
19. Feitosa, R.Q., Thomaz, C.E. and Veigo, A. (1999) 'Comparing the performance of the discriminant analysis and RBF neural network for face recognition,' In: Proceedings of the 5th International Conference on Information Systems Analysis and Synthesis, Vol. 6, pp. 50-56.
20. Hagen, S. (1995) 'Face recognition-a novel technique,' Master Thesis, University of Heidelberg, Germany.
21. Kin-Man, L. and Hong, Y. (1998) 'An analytic-to-holistic approach for face recognition based on a single frontal view,' IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 7, pp.
22. Sutherland, K., Renshaw, D. and Denyer, B.P. 'A novel automatic face recognition algorithm employing vector quantization', IEEE CDs.
23. Chen, L.H., Chen, J.R., Liang, D., Deng, S.H. and Liao, H.Y. (1999) 'A minimum classification error method for face recognition,' Image Processing and Its Applications, Seventh International Conference on (Conf. Publ. No. 465) Vol. 2, pp. 630-633.
24. Kohonen, T. (1995) Self-Organizing Maps, Springer Verlag, Berlin, Germany.
25. Wiskott, L., Fellous, J.M., Krueger, N. and von der Malsburg, C. (1997) 'Face recognition by elastic bunch graph matching,' IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, No. 7, pp. 775-779.