Multimodal biometric authentication based on score level fusion using support vector machine

Opto-Electronics Review

Volumn 17, Issue 1, 2009, Pages 59-64

  Wang, F ^a   Han, J ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Face; Iris; Score level fusion; Support vector machine

Indexed keywords

AUTHENTICATION; BIOMETRICS;

BIOMETRIC IDENTIFICATION METHODS; FACE; FINAL DECISION; HUMAN AUTHENTICATION; IRIS; MULTIMODAL BIOMETRIC AUTHENTICATIONS; PHASE INFORMATION; SCORE-LEVEL FUSION;

SUPPORT VECTOR MACHINES;

EID: 58149507990     PISSN: 12303402     EISSN: 18963757     Source Type: Journal    
DOI: 10.2478/s11772-008-0054-8     Document Type: Article

References (18)

1. A.K. Jain A. Ross S. Prabhakar 2004 An introduction to biometric recognition IEEE T. Circ. Syst. Vid. 14 4 20
2. A.K. Jain A. Ross 2004 Multibiometric systems Commun. ACM 47 34 40
3. Z. Liu S. Sarkar 2007 Outdoor recognition at a distance by fusing gait and face Image Vision Comput. 25 817 832
4. A. Ross A.K. Jain 2003 Information fusion in biometrics Pattern Recogn. Lett. 24 2115 2125
5. Y. Wang T. Tan Y. Wang D. Zhang 2003 Combining face and iris biometric for identity verification Proc. 4th Int. Conf. on Audio- and Video-Based Biometric Person Authentication (AVBPA) 1 805 813
6. C. Chen C. Chu 2006 Fusion of face and iris features for multimodal biometrics Lect. Notes Comput. Sc. 3832 571 580
7. H. Xiaofei Y. Shuicheng H. Yuxiao P. Niyogi Z. Hong-Jiang 2005 Face recognition using Laplacianfaces IEEE T. Pattern Anal. 27 328 340
8. Y. Du 2006 Using 2D log-gabor spatial filters for iris recognition Biometric Technology for Human Identification 6202 1 8
9. F. Wang J. Han 2007 Iris recognition method using Log-Gabor filtering and feature fusion J. Xi'an Jiaotong Univ. 41 889 893
10. M. Yang D.J. Kriegman N. Ahuja 2002 Detecting faces in images: A survey IEEE T. Pattern Anal. 24 34 58
11. P.N. Belhumeur J.P. Hepanha D.J. Kriegman 1997 Eigenfaces vs. Fisherfaces: recognition using class specific linear projection IEEE T. Pattern Anal. 19 711 720
12. D. Cai X. He J. Han H.J. Zhang 2006 Orthogonal Laplacianfaces for face recognition IEEE T. Image Process. 15 3608 3614
13. J. Daugman 2004 How iris recognition works IEEE T. Circ. Syst. Vid. 14 21 30
14. J. Daugman 2003 The importance of being random: Statistical principles of iris recognition Lect. Notes Comput. Sc. 36 279 291
15. B. Scholkopf and A.J. Smola, Learning with Kernels, MIT Press, Cambridge, MA, 2002.
16. S. Keerthi S.K. Shevade C. Bhattacharyya 2001 Improvements to Platt's SMO algorithm for SVM classifier design Neural Computation 13 637 649
17. AT&T Laboratories Cambridge, The ORL Database of Faces: http://www.cam-orl.co.uk/facedatabase.html
18. H. Proenca and A. Alexandre, UBIRIS Iris Image Database: http://iris.di.ubi.pt