Adapted user-dependent multimodal biometric authentication exploiting general information

Pattern Recognition Letters

Volumn 26, Issue 16, 2005, Pages 2628-2639

  Fierrez Aguilar, Julian ^a   Garcia Romero, Daniel ^a   Ortega Garcia, Javier ^a   Gonzalez Rodriguez, Joaquin ^a  

^a UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

Author keywords

Authentication; Biometrics; Fingerprint; Global; Local; Multimodal; Signature; Support vector machine; User; Verification

Indexed keywords

DECISION THEORY; INFORMATION ANALYSIS; USER INTERFACES;

AUTHENTICATION; BIOMETRICS; FINGERPRINT; GLOBAL; LOCAL; MULTIMODAL; SIGNATURE; SUPPORT VECTOR MACHINES; USER; VERIFICATION;

CHARACTER RECOGNITION;

EID: 27644562797     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2005.06.008     Document Type: Article

References (36)

1. S. Ben-Yacoub, Y. Abdeljaoued, and E. Mayoraz Fusion of face and speech data for person identity verification IEEE Trans. Neural Networks 10 5 1999 1065 1074
2. Bigun, E.S., Bigun, J., Duc, B., Fischer, S., 1997. Expert conciliation for multi modal person authentication systems by Bayesian statistics. In: Bigun, J., Chollet, G., Borgefors, G. (Eds.). Proc. of IAPR Internat. Conf. on Audio- and Video-based Person Authentication, AVBPA. Springer LNCS-1206, pp. 291-300.
3. R.M. Bolle, J.H. Connell, S. Pankanti, N.K. Ratha, and A.W. Senior Guide to Biometrics 2004 Springer-Verlag
4. R.M. Bolle, N.K. Ratha, and S. Pankanti Error analysis of pattern recognition systems-the subsets bootstrap Computer Vision and Image Understanding 93 2004 1 33
5. R. Brunelli, and D. Falavigna Person identification using multiple cues IEEE Trans. Pattern Anal. Machine Intell. 17 10 1995 955 966
6. V. Chatzis, A.G. Bors, and I. Pitas Multimodal decision-level fusion for person authentication IEEE Trans. System, Man, Cybernetics, Part A 29 6 1999 674 680
7. Doddington, G., Liggett, W., Martin, A., Przybocki, M., Reynolds, D., 1998. Sheeps, goats, lambs and wolves: A statistical analysis of speaker performance in the NIST 1998 speaker recognition evaluation. In: Proc. of Intl. Conf. on Speech and Language Processing, ICSLP.
8. R.O. Duda, P.E. Hart, and D.G. Stork Pattern Classification 2001 Wiley
9. Fierrez-Aguilar, J., Garcia-Romero, D., Ortega-Garcia, J., Gonzalez-Rodriguez, J., 2004. Exploiting general knowledge in user-dependent fusion strategies for multimodal biometric verification. In: Proc. of the IEEE Intl. Conf. on Acoustics, Speech and Signal Processing, ICASSP. vol. 5, pp. 617-620.
10. Fierrez-Aguilar, J., Ortega-Garcia, J., Garcia-Romero, D., Gonzalez-Rodriguez, J., 2003. A comparative evaluation of fusion strategies for multimodal biometric verification. In: Kittler, J., Nixon, M.S. (Eds.), Proc. of IAPR Intl. Conf. on Audio- and Video-based Person Authentication, AVBPA. Springer LNCS-2688, pp. 830-837.
11. J. Fierrez-Aguilar, J. Ortega-Garcia, and J. Gonzalez-Rodriguez Target dependent score normalization techniques and their application to signature verification IEEE Trans. Systems, Man Cybernetics, Part C 35 3 2005 418 425
12. J. Fierrez-Aguilar, J. Ortega-Garcia, J. Gonzalez-Rodriguez, and J. Bigun Discriminative multimodal biometric authentication based on quality measures Pattern Recognition 38 5 2005 777 779
13. L. Hong, and A.K. Jain Integrating faces and fingerprints for personal identification IEEE Trans. Pattern Anal. Machine Intell. 20 12 1998 1295 1307
14. Indovina, M., Uludag, U., Snelick, R., Mink, A., Jain, A., 2003. Multimodal biometric authentication methods: A COTS approach. In: Proc. of Workshop on Multimodal User Authentication, MMUA. Available from: .
15. A.K. Jain, R.P.W. Duin, and J. Mao Statistical pattern recognition: A review IEEE Trans. Pattern Anal. Machine Intell. 22 1 2000 4 37
16. Jain, A.K., Ross, A., 2002. Learning user-specific parameters in a multibiometric system. In: Proc. of the IEEE Intl. Conf. on Image Processing, ICIP. vol. 1, pp. 57-60.
17. A.K. Jain, and A. Ross Multibiometric systems Communications of the ACM 47 1 2004 34 40
18. A.K. Jain, A. Ross, and S. Prabhakar An introduction to biometric recognition IEEE Trans. Circuits Systems Video Technol. 14 1 2004 4 20
19. J. Kittler, M. Hatef, R. Duin, and J. Matas On combining classifiers IEEE Trans. Pattern Anal. Machine Intell. 20 3 1998 226 239
20. Kumar, A., Zhang, D., 2003. Integrating palmprint with face for user authentication. In: Proc. of Workshop on Multimodal User Authentication, MMUA. Available from: .
21. C.-H. Lee, and Q. Huo On adaptive decision rules and decision parameter adaptation for automatic speech recognition Proc. IEEE 88 8 2000 1241 1269
22. D. Maltoni, D. Maio, A.K. Jain, and S. Prabhakar Handbook of Fingerprint Recognition 2003 Springer-Verlag Ch. Multimodal Biometric Systems, pp. 233-255
23. Martin, A., Doddington, G., Kamm, T., Ordowski, M., Przybocki, M., 1997. The DET curve in assessment of decision task performance. In: Proc. of ESCA Eur. Conf. on Speech Comm. and Tech., EuroSpeech. pp. 1895-1898.
24. A. Navia-Vazquez, F. Perez-Cruz, A. Artes-Rodriguez, and A.-R. Figueiras-Vidal Weighted least squares training of support vector classifiers leading to compact and adaptive schemes IEEE Trans. Neural Networks 12 5 2001 1047 1059
25. J. Ortega-Garcia, J. Fierrez-Aguilar, D. Simon, J. Gonzalez, M. Faundez-Zanuy, V. Espinosa, A. Satue, I. Hernaez, J.-J. Igarza, C. Vivaracho, D. Escudero, and Q.-I. Moro MCYT baseline corpus: A bimodal biometric database IEE Proc. Vision, Image Signal Process. 150 6 2003 395 401
26. Osuna, E., Freund, R., Girosi, F., 1997. An improved training algorithm for support vector machines. In: Proc. of IEEE Workshop on NNSP. pp. 276-285.
27. Poh, N., Bengio, S., 2005. An investigation of f-ratio client-dependent normalisation on biometric authentication tasks. In: Proc. of the IEEE Intl. Conf. on Acoustics, Speech and Signal Processing, ICASSP. vol. 1, pp. 721-724.
28. F. Roli J. Kittler T. Windeatt Multiple Classifier Systems, Fifth International Workshop Lecture Notes on Computer Science vol. 3077 2004 Springer
29. D. Simon-Zorita, J. Ortega-Garcia, J. Fierrez-Aguilar, and J. Gonzalez-Rodriguez Image quality and position variability assessment in minutiae-based fingerprint verification IEE Proc. Vision, Image Signal Process. 150 6 2003 402 408
30. S. Theodoridis, and K. Koutroumbas Pattern Recognition 2003 Academic Press
31. K.-A. Toh, X. Jiang, and W.-Y. Yau Exploiting local and global decisions for multimodal biometrics verification IEEE Trans. Signal Process. 52 2004 3059 3072
32. R.J. Vandervei LOQO: An interior point code for quadratic programming Optimization Methods and Software 12 1999 451 484
33. V.N. Vapnik The Nature of Statistical Learning Theory 2000 Springer
34. P. Verlinde, G. Chollet, and M. Acheroy Multi-modal identity verification using expert fusion Informat. Fusion 1 1 2000 17 33
35. Wang, Y., Wang, Y., Tan, T., 2004. Combining fingerprint and voice biometrics for identity verification: An experimental comparison. In: Zhang, D., Jain, A.K. (Eds.), Proc. of Intl. Conf. on Biometric Authentication, ICBA. Springer LNCS-3072, pp. 663-670.
36. Yeung, D.-Y., Chang, H., Xiong, Y., George, S., Kashi, R., Matsumoto, T., Rigoll, G., 2004. SVC2004: First International Signature Verification Competition. In: Zhang, D., Jain, A.K. (Eds.), Proc. of Intl. Conf. on Biometric Authentication, ICBA. Springer LNCS-3072, pp. 16-22.