Face recognition based on PCA and LDA combination feature extraction

2009 1st International Conference on Information Science and Engineering, ICISE 2009

Volumn , Issue , 2009, Pages 1240-1243

  Li, Jianke ^a,b   Zhao, Baojun ^a   Zhang, Hui ^a  

^a BEIJING INSTITUTE OF TECHNOLOGY   (China)

^b HEBEI UNIVERSITY OF ECONOMICS AND BUSINESS   (China)

Author keywords

Face recognition; Feature extraction; LDA; PCA

Indexed keywords

DIMENSION REDUCTION; DISCRIMINATE ANALYSIS; FACE RECOGNITION RATES; FACE RECOGNITION SYSTEMS; NEAREST NEIGHBOR CLASSIFIERS; ORL FACE DATABASE; REDUNDANT INFORMATIONS;

FEATURE EXTRACTION; INFORMATION SCIENCE; PRINCIPAL COMPONENT ANALYSIS;

FACE RECOGNITION;

EID: 77952782647     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICISE.2009.581     Document Type: Conference Paper

References (11)

1. R. Chellappa, C. Wilson, S. Sirohey, "Human and machine recognition of faces: a survey," in Proc. IEEE, vol. 83, pp. 705-741, May 1995.
2. R. Brunelli, T. Poggio, "Face recognition :features versus templates," IEEE Trans. Pattern Anal. Mach.Intell. vol. 15, pp. 1042-1052, Oct. 1993.
3. A. Samal, P. Iyengar, "Automatic recognition and analysis of human faces and facial expressions: a survey," in Pttern Recognition. NewYork, vol. 25, pp. 65-77, Jan. 1992.
4. Myoung Soo Park, Jin Hee Na,Jin Young Choi, "PCA-based Feature Extraction using Class Information," in Proceedings of 2005 IEEE Conference on System, Man and Cybernetics, vol. 1, pp. 341-345, Oct. 2005.
5. M. H. Yang, N. Ahuja, D. Kriegman, "Detecing faces in images: a survey," IEEE Trans. On Pattern Analysis and Machine Intelligence, vol. 24, pp. 34-58, 2002.
6. A. M. Martinez, A. C. Kak, "PCA versus LDA," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 23, pp. 228-233, 2001.
7. Qingshan Liu, Rui Huang, Hanqing Lu, Songde Ma, "Face recognition using kernel based fisher discriminant analysis," in Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition, pp. 187-191, May 2002.
8. G. D. Guo, S. Z. Li, K. Chan, "Face recognition by support vector machines," in Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition, pp. 196-201, March 2000.
9. B. Moghaddam, T. Jebara, A. Penland, "Bayesian face recognition," in Pattern Recognition, NewYork, vol. 33, pp. 1171-1182, 2000.
10. O. Deniz, M. Castrillon, M. Hernandez, "Face recognition using independent component analysis and support vector machines," in Pattern Recognition Letters, vol. 24, pp. 2153-2157, Sep. 2003.
11. Jing Zhang, Xue-Dong Zhang, Seok-Wun Ha, "A novel approach using PCA and SVM for face detection," in Proceedings of 4th International Conference on Natural Computation, vol. 3, pp. 29-33, 2008.