A two-level fusion approach to multimodal biometric verification

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn V, Issue , 2005, Pages

  Cheung, Ming Cheung ^a   Mak, Man Wai ^a   Kung, Sun Yuan ^b  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^b Princeton University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO ACOUSTICS; COMPUTER CONTROL; DATABASE SYSTEMS; FUSION REACTIONS; VIDEO SIGNAL PROCESSING;

INTERMODAL FUSIONS; MULTIMODAL BIOMETRIC VERIFICATIONS; SUPPORT VECTOR MACHINES; TWO-LEVEL FUSION STRATEGIES;

IMAGE PROCESSING;

EID: 33646780929     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2005.1416346     Document Type: Conference Paper

References (15)

1. J. Kittler, G. Matas, K. Jonsson, and M. Sánchez, "Combining evidence in personal identity verification systems," Pattern Recognition Letters, vol. 18, no. 9, pp. 845-852, Sept. 1997.
2. S. Ben-Yacoub, Y. Abdeljaoued, and E. Mayoraz, "Fusion of face and speech data for person identity verification," IEEE Trans. on Neural Networks, vol. 10, no. 5, pp. 1065-1074, 1999.
3. V. Chatzis, A.G. Bors, and I. Pitas, "Multimodal decision-level fusion for person authentication," IEEE Trans. on Systems, Man and Cybernetics-Part A: Systems and Humans, vol. 29, no. 6, pp. 674-680, 1999.
4. M. W. Mak, M. C. Cheung, and S. Y. Kung, "Robust speaker verification from GSM-transcoded speech based on decision fusion and feature transformation," in Proc. IEEE ICASSP'03, 2003, pp. II745-II748.
5. D. A. Reynolds,T. F. Quatieri, and R. B. Dunn, "Speaker verification using adapted Gaussian mixture models," Digital Signal Processing, vol. 10, pp. 19-41, 2000.
6. N. Poh, S. Bengio, and J. Korczak, "A multi-sample multi-source model for biometric authentication," in Proc. IEEE 12th Workshop on Neural Networks for Signal Processing, 2002, pp. 375-384.
7. R. Auckenthaler, M. Carey, and H. Lloyd-Thomas, "Score normalization for text-independent speaker verification systems," Digital Signal Processing, vol. 10, pp. 42-54, 2000.
8. J. Kittler, M. Hatef, R. P. W. Duin, and J. Matas, "On combining classifiers," IEEE Trans. on Pattern Anal. Machine Intell., vol. 20, no. 3, pp. 226-239, 1998.
9. J. A. Fierrez, J. G. Ortega, D. R. Garcia, and J. R. Gonzalez, "A comparative evaluation of fusion strategies for multimodal biometric verification," in AVBPA 2003, 2003, pp. 830-836.
10. U. Meier, W. Hurst, and P. Duchnowski, "Adaptive bimodal sensor fusion for automatic speech reading," in Proc. ICASSP'96, 1996, pp. 833-836.
11. C. Neti et al., "Audio-visual speech recognition," in Final Workshop 2000 Report, Center for Language and Speech Processing, The Johns Hopkins University, Baltimore, 2000.
12. C. Sanderson and K. K. Paliwal, "Noise compensation in a person verification system using face and multiple speech features," Pattern Recognition, vol. 36, pp. 293-302, 2003.
13. T. Joachims, "Making large-scale SVM learning practical," in Advances in Kernel Methods - Support Vector Learning. B. Scholkopf, C. Burges and A. Smola (ed.) MIT-Press, 1999.
14. J. Luettin and G. Maitre, "Evaluation protocol for the extended M2VTS database," Tech. Rep., IDIAP, Martigny, Valais, Switzerland, Oct. 1998.
15. J. Czyz, M. Sadeghi, J. Kittler, and L. Vandendorpe, "Decision fusion for face authentication," in ICBA'04, 2004, pp. 686-693.