Face recognition using principal component analysis-fuzzy linear discriminant analysis and dynamic fuzzy neural network

Lecture Notes in Electrical Engineering

Volumn 143 LNEE, Issue VOL. 1, 2012, Pages 577-586

  Wang, Sai ^a   Deng, Huiwen ^a  

^a SOUTHWEST UNIVERSITY   (China)

Author keywords

dynamic fuzzy neural network; Face recognition; feature extraction; fuzzy linear discriminant analysis; principal component analysis

Indexed keywords

CLASSIFICATION ERROR RATE; FACE FEATURES; FACE RECOGNITION ALGORITHMS; FEATURE EXTRACTION METHODS; LINEAR DISCRIMINANT ANALYSIS; PRINCIPAL COMPONENTS;

FEATURE EXTRACTION; FUZZY NEURAL NETWORKS; INFORMATION SYSTEMS; OPTIMIZATION;

FACE RECOGNITION;

EID: 84863149136     PISSN: 18761100     EISSN: 18761119     Source Type: Book Series    
DOI: 10.1007/978-3-642-27323-0_73     Document Type: Conference Paper

References (17)

1. Abate, A.F., Nappi, M., Riccio, D., Sabatino, G.: 2D and 3D face recognition: A survey. Pattern Recognition Letters, 1885-1906 (2007)
2. Lin, S.-H., Kung, S.-Y., Lin, L.-J.: Face recognition/Detection by Probabilistic Detection-Based Neural Network. IEEE Trans. Neural Networks 8, 114-132 (1997)
3. Tan, K., Chen, S.C.: Adaptively weighted sub-pattern PCA for face recognition. Neurocomputing 64, 505-511 (2005)
4. Yi, J., Kim, J., Choi, J., et al.: Face Recognition Based in ICA Combined with FLD. Biometric Authentication, 10-18 (2002)
5. Zhuang, X.S., Dai, D.Q.: Inverse Fisher discriminate criteria for small sample size problem and its application to face recognition 38, 2192-2194 (2005)
6. Chen, C.J.: Gabor-based kernel PCA with fractional power polynomial models for face recognition. IEEE Transaction on Pattern Analysis and Machine Intelligence 26, 572-581 (2004)
7. Xu, Y., Yang, J.Y., Lu, J.F., et al.: An efficient renovation on kernel Fisher discriminant analysis and face recognition experiments. Pattern Recognition 37, 2091-2094 (2004)
8. Turk, M., Pentland, A.: Eigenfaces for recognition. J. Cognitive Neuroscience 3, 71-86 (1991)
9. Hong, Z.Q., Yang, J.Y., et al.: Optional discriminant plane for a small number of samples and design method of classifier on the plane. Pattern Recognition 24, 317-324 (1991)
10. Huang, X.W., Yang, J.Y., Guo, Y.F.: Face image feature extraction and identification based on membership. Chinese Journal of Electronics 26, 228-233 (1998)
11. Yang, J., Yang, J.-Y.: Optimal FLD algorithm for facial feature extraction. In: SPIE Proc. Intelligent Robots and Computer Vision XX: Algorithnms, techniques, and Active Vision, vol. 4572, pp. 438-444 (2001)
12. Virginia, E.D.: Biometric Identification System Using a Radial Basis Function Network. In: Proc. 34th Annual IEEE Int. Carnahan Conf. on Security Technology, pp. 47-51 (2000)
13. Yang, J., Frangi, A.F., Yang, J.-Y., et al.: KPCA plus LDA:A Complete Kernel Fisher Discriminant Framework for Feature Extraction and Recognition. IEEE Trans. Pattern Anal. Machine Intell. 27, 230-244 (2005)
14. Kwak, K.C., Pedrycz, W.: Face recognition using a fuzzy fisherface classifier. Pattern Recognition 10, 1717-1732 (2005)
15. Lawrence, S., Giles, C.L., Tsoi, A.C., et al.: Face recognition: A Convolutional Neural-Network Approach. IEEE Trans. Neural Networks, Special Issue on Neural Networks and Pattern Recognition 8, 98-113 (1997)
16. Qi, T., Deng, H., Hu, W.: Face recognition using Eigenfaces-Fisher Linear Discriminant and Dynamic Fuzzy Neural Network. In: Proceedings 3rd IEEE International conference on Computer Science and Information Technology, vol. 3, pp. 166-170 (2010)
17. Wu, S.Q., Er, M.J.: Dynamic Fuzzy Neural Networks: A Novel Approach to Function Approximation. IEEE Trans. Syst., Man, Cybern., Part B: Cybern. 30, 358-364 (2000)