Weighted PCA space and its application in face recognition

2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005

Volumn , Issue , 2005, Pages 4522-4527

  Wang, Hui Yuan ^a   Wu, Xiao Juan ^a  

^a SHANDONG UNIVERSITY   (China)

Author keywords

Eigenface; Face recognition; Principal component analysis (PCA); Weighted principal component analysis (WPCA)

Indexed keywords

COMPUTATIONAL COMPLEXITY; DATABASE SYSTEMS; EIGENVALUES AND EIGENFUNCTIONS; PRINCIPAL COMPONENT ANALYSIS;

EIGENFACE; WEIGHTED PRINCIPAL COMPONENT ANALYSIS (WPCA);

FACE RECOGNITION;

EID: 28444467424     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Kirby M and Sirovich L. "Application of the Karhunen-Loeve Procedure for the Characterization of human Faces". IEEE Trans., 1990, PAMI-12(1): 103-108.
2. Turk M and Pentland A. "Eigenfaces for Recognition". J. Cognitive Neuroscience, 1991,13(1):71-86.
3. Belhumeur P N, Hespanha J P, and Kriegman D J. "Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection". IEEE Trans., 1997, PAMI-19(5): 711-720.
4. Martnez A M and Kak A C. "PCA versus LDA". IEEE Trans., 2001, PAMI-23(2): 228-233.
5. Yang M H. "Kernel Eigenfaces vs. Kernel Fisherfaces: Face Recognition Using Kernel Methods". Proc. Fifth IEEE Int'l Conf. Automatic Face and Gesture Recognition (RGR'02)[C], 2002. 215-220.
6. Bartlett M S, Movellan J R, and Sejnowski T J. "Face Recognition by Independent Component Analysis". IEEE Trans., 2002, NN-13(6):1450-1464.
7. Yuen P.C and Lai J H. "Face Representation Using Independent Component Analysis". Pattern Recognition, 2002, 35(6):1247-1257.
8. Perlibakas V. "Distance measures for PCA-based face recognition", Pattern Recognition Letters, 2004, 25(6):711-724.
9. Martinez A M and Benavente R. The AR Face Database[DB/OL]. http://rvll.ecn.purdue.edu/~aleix/aleix_face_DB. html, 2003.