On consistent fusion of multimodal biometrics

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

Volumn 5, Issue , 2006, Pages

  Kung, S Y ^a   Mak, Man Wai ^b  

^a Princeton University   (United States)

^b HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DATA FUSION; IMAGE CLASSIFICATION; MODAL ANALYSIS; SPEECH RECOGNITION;

AUDIO CLASSIFIERS; BASELINE FUSION; MULTIMODAL BIOMETRICS; VISUAL CLASSIFIERS;

BIOMETRICS;

EID: 33947710039     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. K. Messer, J. Matas, J. Kittler, J. Luettin, and G. Maitre, "XM2VTSDB: The extended M2VTS database," in Proc. AVBPA'99, Washington DC, 1999.
2. http://spib.rice.edu/spib/select_noise.html.
3. S. Y. Kung, M. W. Mak, and S. H. Lin, Biometric Authentication: A Machine Learning Approach, Prentice Hall, Upper Saddle River, New Jersey, 2005.
4. 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.
5. http://www.identix.com.
6. 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.
7. 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. ICASSP, 2003, pp. 745-748.
8. A. Martin, G. Doddington, T. Kamm, M. Ordowski, and M. Przybocki, "The DET curve in assessment of detection task performance," in Proc. Eurospeech'97, 1997, pp. 1895-1898.
9. S. Y. Kung and M. W. Mak, "A machine learning approach to dna microarray biclustering analysis," in 2005 IEEE International Workshop on Machine Learning for Signal Processing, Mystic, Connecticut, Sept. 2005.
10. J. Kittler, M. Hatef, R. P. W. Duin, and J. Matas, "On combining classifiers," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 20, no. 3, pp. 226-239, 1998.
11. 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.
12. V. N. Vapnik. Statistical Learning Theory. Wiley, New York, 1998.
13. S. Y. Kung and M. W. Mak, "Machine Learning for Multi-Modality Genomic Signal Processing," IEEE Signal Processing Magazine, May 2006.