Face recognition based on MPCA

ICIMA 2010 - 2010 2nd International Conference on Industrial Mechatronics and Automation

Volumn 1, Issue , 2010, Pages 322-325

  Chen, Cai Ming ^a   Zhang, Shi Qing ^a   Chen, Yue Fen ^a  

^a TAIZHOU UNIVERSITY   (China)

Author keywords

Face recognition; K nearest neighbor classifier; MPCA

Indexed keywords

ACCURACY RATE; DIMENSIONALITY REDUCTION; FEATURE SELECTION; HIGHER-ORDER TENSOR; K-NEAREST NEIGHBOR CLASSIFIER; MATRIX; MPCA; NEAREST NEIGHBOR CLASSIFIER; ORL FACE DATABASE; PROJECTION MATRIX;

CLASSIFIERS; FEATURE EXTRACTION; MECHATRONICS; PRINCIPAL COMPONENT ANALYSIS; TENSORS;

FACE RECOGNITION;

EID: 77956255566     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICINDMA.2010.5538150     Document Type: Conference Paper

References (8)

1. G. Shakhnarovich and B. Mlghaddam. "Face Recognition in subspaces." In Handbook of Face Recognition, S.Z.Li and A.K.Jain, Eds. New York: Springer-Verlag, 2004, pp.141-168.
2. Xiao-ming Wang, Chang Huang, Xiao-ying Fang, Jin-gao Liu. "2DPCA vs. 2DLDA: Face Recognition using Two-Dimensional Methol." In 2009 International Conference on Artificial Intelligence and Computational Intelligence. pp. 357-360.
3. R.Gottumukkal and V.K. Asari. "An improved face recognition technique based on modular pca approach." In Pattern Recogn. Lett., 25(4):429-436, 2004.
4. Vo Dinh Minh Nhat, Sung Young Lee. "Kernel-based 2DPCA for Face Recognition" IEEE International Symposium on Signal Processing and Information Technology." pp: 35-39. 2007.
5. W. Zuo, D. Zhang K. Wang. "Bidirectional pca with assembled matrix distance metric for image recognition." IEEE Transactions on Systems, Man and Cybernetics, 36:863-872. 2006.
6. M.Safayani, M.T.Manzuri Shalmani, and M.Khademi. "Extended two-dimensional pca for efficient face representation and recognition. ICCP, pages 295-298, Aug 2008.
7. S.Chen and Y.Zhu. "Subpattern-based principle component analysis. Pattern Recognition. 37:1081-1083, 2005.
8. Haiping Lu, K.N. Plataniotis, and A.N. Venetsanopoulos,"MMCA: Multilinear Principal Component Analysis of Tensor Objects", IEEE Transactions on Neural Networks, Vol. 19, No. 1, Page: 18-39, January 2008.