Quality controlled multimodal fusion of biometrie experts

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4756 LNCS, Issue , 2007, Pages 881-890

  Fatukasi, Omolara ^a   Kittler, Josef ^a   Poh, Norman ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

Biometric authentication; Fixed rules; Multimodal fusion; Multiple classifiers system; Quality dependent fusion

Indexed keywords

AUTHENTICATION; DATABASE SYSTEMS; IMAGE MATCHING; IMAGE QUALITY;

BIOMETRIC AUTHENTICATION; FIXED RULES; MULTIMODAL FUSION; MULTIPLE CLASSIFIERS SYSTEMS; QUALITY DEPENDENT FUSION;

BIOMETRICS;

EID: 38449120630     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (21)

1. Kittler, J., Hatef, M., Duin, R.P.W., Matas, J.: On combining classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence 20, 226-239 (1998)
2. Poh, N., Bengio, S.: A score-level fusion benchmark database for biometric authentication. In: Kanade, T., Jain, A., Ratha, N.K. (eds.) AVBPA 2005. LNCS, vol. 3546, pp. 1059-1070. Springer, Heidelberg (2005)
3. Tabassi, E., Wilson, C., Watson, C.: Fingerprint image quality: Nistir 7151. Technical report, NIST (2004)
4. Fierrez-Aguilar, J., Ortega-Garcia, J., Gonzalez-Rodriguez, J., Bigun, J.: Kernel-Based Multimodal Biometric Verification Using Quality Signals. In: Defense and Security Symposium, Workshop on Biometric Technology for Human Identification, Proc. of SPIE. vol. 5404, pp. 544-554 (2004)
5. Bigun, J., Fierrez-Aguilar, J., Ortega-Garcia, J., Gonzalez-Rodriguez, J.: Multimodal Biometric Authentication using Quality Signals in Mobile Communnications. In: 12th Int'l Conf. on Image Analysis and Processing, Mantova, pp. 2-11 (2003)
6. Kryszczuk, K., Richiardi, J., Prodanov, P., Drygajlo, A.: Error Handling in Multimodal Biometric Systems using Reliability Measures. In: Proc. 12th European Conference on Signal Processing, Antalya, Turkey (September 2005)
7. Nandakumar, K., Chen, Y., Dass, S., Jain, A.: Quality-based score level fusion in multibiometric systems. In: ICPR, Hong Kong, pp. 473-476 (2006)
8. Kryszczuk, K., Drygajlo, A.: On combining evidence for reliability estimation in face verification. In: Proc. 13th European Conference on Signal Processing, Florence, Italy (2006)
9. Fierrez-Aguilar, J., Chen, Y., Ortega-Garcia, J., Jain, A.K.: Incorporating image quality in multi-algorithm fingerprint verification. In: ICB (2006)
10. Kittler, J., Poh, N., Fatukasi, O., Messer, K., Kryszczuk, K., Richiardi, J., Drygajlo, A.: Quality dependent fusion of intramodal and multimodal biometric experts. In: Proceedings of SPIE. vol. 6539 Orlando (2007)
11. Alkoot, F.M., Kittler, J.: Improving the performance of the product fusion strategy. In: ICPR, vol. 02, pp. 164-167. IEEE Computer Society, Los Alamitos, CA, USA (2000)
12. Tax, D., van Breukelen, M., Duin, R.: Combining multiple classifiers by averaging or by multiplying? Pattern Recognition 33, 1475-1485 (2000)
13. Matas, J., Hamouz, M.: K.Jonsson, Kittler, J., Li, Y., Kotropoulos, C., Tefas, A., Pitas, I., Tan, T., Yan, H., Smeraldi, F., Begun, J., Capdevielle, N., Gerstner, W., Ben-Yacoub, S., Abdeljaoued, Y., Mayoraz, E.: Comparison of face verification results on xm2vts database. In: Proceedings of SPIE. Pattern Recognition, vol. 6539 Orlando (2007)
14. Messer, K., Kittler, J., Short, J., Heusch, G., Cardinaux, F., Marcel, S., Rodriguez, Y., Shan, S., Su, Y., Gao, W.: Performance characterisation of face recognition algorithms and their sensitivity to severe illumination changes. In: Zhang, D., Jain, A.K. (eds.) Advances in Biometrics. LNCS, vol. 3832, pp. 1-11. Springer, Heidelberg (2005)
15. Heusch, G., Rodriguez, Y., Marcel, S.: Local binary pattern as an image preprocessing face authentication. In: Proc. FGR 2006, Washington, DC, 9-14 (2006)
16. Kittler, J., Li, Y., Matas, J.: On matching score for lda-based face verification. In: BMVC (2000)
17. Reynolds, D.A., Quatieri, T., Dunn, T.: Speaker verification using adapted guassian mixture models. In: Digital Signal Processing, pp. 19-41 (2000)
18. Cardinaux, F., Sanderson, C., Bengio, S.: User authentication via adapted statistical models of face images. In: IEEE Trans. on Signal Processing, pp. 361-373 (January 2006)
19. Gross, R., Brajovic, V.: An image preprocessing algorithm for illumination invariant face recognition. In: AVBPA 2003, 10-18 (2003)
20. Bonastre, J.F., Wils, F., Meignier, S.: ALIZE, a free toolkit for speaker recognition. In: Proc. IEEE International Conference on Speech, Acoustics and Signal Processing, Philadelphia pp. 73-740 (2005)
21. Richiardi, J., Prodanov, P., Drygajlo, A.: Speaker verification with confidence and reliability measures. In: Proc. 2006 IEEE International Conference on Speech, Acoustics and Signal Processing, Toulouse, France (May 2006)