Comparison of PCA, LDA and GDA for palmprint verification

ICINA 2010 - 2010 International Conference on Information, Networking and Automation, Proceedings

Volumn 1, Issue , 2010, Pages

  Yu, Pengfei ^a   Yu, Pengcheng ^b   Xu, Dan ^a  

^a YUNNAN UNIVERSITY   (China)

^b KUNMING UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

GDA; LDA; Paimprint recognition; PEA

Indexed keywords

DATA SETS; ERROR RATE; FEATURE EXTRACTION TECHNIQUES; GDA; GENERALIZED DISCRIMINANT ANALYSIS; HAND IMAGES; LDA; LINEAR DISCRIMINANT ANALYSIS; PAIMPRINT RECOGNITION; PALMPRINT VERIFICATION; PALMPRINTS; PEA; PRINCIPAL COMPONENTS ANALYSIS; VERIFICATION RESULTS;

CAMERAS; DISCRIMINANT ANALYSIS; FEATURE EXTRACTION; STATISTICAL TESTS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 78650432515     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICINA.2010.5636417     Document Type: Conference Paper

References (12)

1. X. Wu, D. Zhang, K. Wang, and B. Huang, "Palmprint classification using principal lines, " Pattern Recognition, vol. 37, pp. 1987-1998, 2004.
2. D.-S. Huang, W. Jia, and D. Zhang, "Palmprint verification based on principal lines, " Pattern Recognition, vol. 41, pp. 1316-1328, 2008.
3. Chen, C. Zhang, and G. Rong, "Palmprint Recognition Using Crease, " in Proceedings of international conference on Image Processing, Thessaloniki, Greece, 2001, pp. 234-237.
4. D. Zhang and W. Shu, "Two novel characteristics in palmprint verification: datum point invariance and line feature matching, " Pattern Recognition, vol. 32, pp. 691-702, 1999.
5. G. Lu, D. Zhang, and K. Wang, "Palmprint recognition using eigenpalms features, " Pattern Recognition Letters, vol. 24, pp. 1463-1467, 2003.
6. T. Connie, A. Teoh, M. Goh, and D. Ngo, "Palmprint Recognition with PCA and ICA, " in Proceedings of Image and Vision Computing New Zealand 2003(IVCNZ'03), Palmerston North, New Zealand, 2003, pp. 227-232.
7. X. Wu, D. Zhang, and K. Wang, "Fisherpalms based palmprint recognition, " Pattern Recognition Letters, vol. 24, pp. 2829-2838, 2003.
8. B. Schölkopf, A. Smola, and K.-R. Müller, "Nonlinear Component Analysis as a Kernel Eigenvalue Problem, " Neural Computation, vol. 10, pp. 1299-1319, 1998.
9. S. Mika, G. Rätsch, J. Weston, B. Schölkopf, and K.-R. Müller, "Fisher discriminant analysis with kernels, " in Proceedings of the 1999 IEEE Signal Processing Society Workshop, Madison, WI, USA, 1999, pp. 41-48.
10. G. Baudat and F. Anouar, "Generalized discriminant analysis using a kernel approach, " Neural Computation, vol. 12, pp. 2385-2404, 2000.
11. M. Wong, D. Zhang, W. K. Kong, and G. Lu, "Real-time palmprint acquisition system design, " IEE Proceedings - Vision, Image, and Signal Processing, vol. 152, pp. 527-534, 2005.
12. P. Yu, D. Xu, H. Li, and H. Zhou, "Fingerprint Image Preprocessing based on Whole-Hand Image Captured by Digital Camera, " in Proceedings of International Conference on Computational Intelligence and Software Engineering(CiSE 2009), Wuhan, China, 2009, pp. 140-143.