Line-based PCA and LDA approaches for face recognition

Lecture Notes in Computer Science

Volumn 3611, Issue PART II, 2005, Pages 101-104

  Nhat, Vo Dinh Minh ^a   Lee, Sungyoung ^a  

^a Kyung Hee University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

EIGENVALUES AND EIGENFUNCTIONS; MATRIX ALGEBRA; PRINCIPAL COMPONENT ANALYSIS; VECTORS;

COVARIANCE MATRIX; IMAGE RECOGNITION; LINEAR DISCRIMINANT ANALYSIS (LDA);

FACE RECOGNITION;

EID: 26844438094     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11539117_17     Document Type: Conference Paper

References (13)

1. W. Zhao, R. Chellappa, A. Rosenfeld, J. Phillips: Face Recognition: A Literature Survey. Technical Report, CFAR-TR00-948, Univ. of Maryland, 2000. (Revised 2002)
2. M. Turk, A Pentland: Eigenfaces for recognition. Journal of Cognitive Neuroscience, Vol. 3 (1991) 71-86.
3. W. Zhao, R. Chellappa, P.J. Phillips: Subspace Linear Discriminant Analysis for Face Recognition. Technical Report CAR-TR-914, 1999.
4. P. N. Belhumeur, J. P. Hespanha, D. J. Kriegman: Eigenfaces vs. fisherface: Recognition using class specific linear projection. IEEE Trans. Pattern Anal. Machine Intell., Vol. 19 (1997) 711-720.
5. H. Yu, J. Yang: A direct LDA algorithm for high-dimensional data with application to face recognition. Pattern Recognit., Vol. 34 (2001) 2067-2070.
6. M. Loog, R. P. W. Duin, R. Haeb-Umbach: Multiclass linear dimension reduction by weighted pairwise fisher criteria. IEEE Trans. Pattern Anal. Machine Intell., Vol. 23 (2001) 762-766.
7. A. M. Martinez, A. C. Kak: PCA versus LDA. IEEE Trans. Pattern Anal. Machine Intell., Vol. 23 (2001) 228-233.
8. D. H. Foley, J. W. Sammon: An optimal set of discrimination vectors. IEEE Trans. Comput., Vol. C-24 (1975) 281-289.
9. R. A. Fisher: The use of multiple measurements in taxonomic problems. Ann. Eugenics, Vol. 7 (1936) 178-188.
10. Rui Huang, Qingshan Liu, Hanqing Lu, Songde Ma: Solving the small sample size problem of LDA. Pattern Recognition, 2002. Proceedings. 16th International Conference on, Vol 3 (2002)
11. C. Liu, H. Wechsler: Robust coding scheme for indexing and retrieval from large face databases. IEEE Trans. Image Processing, Vol. 9 (2000) 132-137.
12. Chengjun Liu, Wechsler H.: A shape- and texture-based enhanced Fisher classifier for face recognition. IEEE Trans. Image Processing, Vol. 10(2001) 598-608.
13. L. Chen, H. M. Liao, M. Ko, J. Lin, G. Yu: A new LDA-based face recognition system which can solve the small sample size problem. Pattern Recognit., Vol. 33 (2000) 1713-1726.