Face recognition using feature extraction based on independent component analysis

IEEE International Conference on Image Processing

Volumn 2, Issue , 2002, Pages

  Kwak, Nojun ^a   Choi, Chong Ho ^a   Ahuja, Narendra ^b  

^a Seoul National University   (South Korea)

^b University of Illinois at Urbana Champaign   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; FEATURE EXTRACTION; IMAGE ANALYSIS; INDEPENDENT COMPONENT ANALYSIS; LEARNING ALGORITHMS;

FACE DATABASE; SUPERVISED CLASSIFICATION;

FACE RECOGNITION;

EID: 0036447947     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. M. Turk and A. Pentland, "Face recognition using eigenfaces," in Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 1991, pp. 586-591.
2. P.N. Belhumeur, J.P. Hespanha, and D.J. Kriegman, "Eigenfaces vs. fisherfaces: recognition using class specific linear projection," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 711-720, July 1997.
3. C. Liu and H. Wechsler, "Evolutionary pursuit and its application to face recognition," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 22, no. 6, pp. 570-582, June 2000.
4. M.-H. Yang, "Face recognition using kernel methods," Advances of Neural Information Processing Systems, vol. 14, 2002, to appear.
5. A.J. Bell and T.J. Sejnowski, "An information-maximization approach to blind separation and blind deconvolution," Neural Computation, vol. 7, no. 6, pp. 1129-1159, June 1995.
6. M.S. Bartlett and T.J. Sejnowski, "Viewpoint invariant face recognition using independent component analysis and attractor networks," Neural Information Processing Systems-Natural and Synthetic, vol. 9, pp. 817-823, 1997.
7. G. Donato, M.S. Bartlett, J.C. Hager, P. Ekman, and T.J. Sejnowski, "Classifying facial actions," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 21, no. 10, pp. 974-989, Oct. 1999.
8. N. Kwak, C.-H. Choi, and C.-Y. Choi, "Feature extraction using ica," in Proc. Int'l Conf. on Artificial Neural Networks 2001, Vienna Austria, Aug. 2001, pp. 568-573.
9. T.-W. Lee, M. Girolami, and T.J. Sejnowski, "Independent component analysis using an extended infomax algorithm for mixed sub-gaussian and super-gaussian sources," Neural Computation, vol. 11, no. 2, pp. 417 - 441, Feb. 1999.
10. T.M. Cover and J.A. Thomas, Elements of Information Theory, John Wiley & Sons, 1991.