Assembled matrix distance metric for 2DPCA-based face and palmprint recognition

2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005

Volumn , Issue , 2005, Pages 4870-4875

  Zuo, Wang Meng ^a   Wang, Kuan Quan ^a   Zhang, David ^b  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

2DPCA; Assemble Matrix Metric; Face Recognition; Image Recognition; Palmprint Recognition

Indexed keywords

FACE RECOGNITION; IMAGE PROCESSING; PRINCIPAL COMPONENT ANALYSIS;

ASSEMBLE MATRIX METRIC; IMAGE RECOGNITION; PALMPRINT RECOGNITION;

MATRIX ALGEBRA;

EID: 28444476987     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. L. Sirovich, and M. Kirby, "Low-dimensional procedure for characterization of human faces," J. Optical Soc. of Am., vol. 4, pp. 519-524.
2. M. Turk, and A. Pentland, "Eigenfaces for recognition," J. Cognitive Neuroscience, vol. 3, no. 1, pp. 71-86, 1991.
3. G. Lu, D. Zhang, and K. Wang, "Palmprint recognition using eigenpalms features," Pattern Recognition Lett., vol. 24, pp. 1463-1467, 2003.
4. R. Huber, H. Ramoser, K. Mayer, H. Penz, and M. Rubik, "Classification of coins using an eigenspace approach," Pattern Recognition Lett., vol. 26, pp. 61-75, 2005.
5. J. Yang, and J.Y. Yang, "From image vector to matrix: a straightforward image projection technique - IMPCA vs. PCA," Pattern Recognition, vol. 35, pp. 1997-1999, 2002.
6. J. Yang, D. Zhang, A.F. Frangi, J.-Y. Yang, "Two-Dimensional PCA: a new approach to appearance-based face representation and recognition", IEEE Trans. PAMI, vol. 26, no. 1, pp. 131-137, 2004.
7. H. Moon and J. Phillips. Analysis of PCA-based face recognition algorithms. In K. Boyer and J. Phillips, editors, Empirical Evaluation Techniques in Computer Vision. IEEE Computer Society Press, 1998.
8. W.S. Yambor, B.A. Draper, and J.R. Beveridge, "Analyzing PCA-based face recognition algorithm: Eigenvector selection and distance measures," In: H. Christensen, J. Phillips (Eds), Empirical Evaluation Methods in Computer Vision, World Scientific Press, Singapore, 2002.
9. V. Perlibakas, "Distance measures for PCA-based face recognition," Pattern Recognition Lett., vol. 25, pp. 711-724, 2004.
10. G.H. Golub, and C. F. Van Loan, Matrix Compulation (3rd edition), Baltimore: The Johns Hopkins University Press, 1996.
11. D. Chaudhuri, C.A. Murthy, and B.B. Chaudhuri, "A modified metric to compute distance," Pattern Recognition, vol. 25, pp.667-677, 1992.
12. The ORL face database. AT&T (Olivetti) Research Laboratories, Cambridge, U.K. [Online], Available: http://www.uk.research.att.com/ facedatabase.html.
13. D. Zhang, W. Kong, J. You and M. Wong, "On-line palmprint identification", IEEE Trans. PAMI, vol. 25, no. 9, pp. 1041-1050, 2003.
14. PolyU Palmprint Palmprint Database, Available: http://www.comp.polyu.edu. hk/~biometrics/.