Group-specific score normalization for biometric systems

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010

Volumn , Issue , 2010, Pages 38-45

  Poh, Norman ^a   Kittler, Josef ^a   Rattani, Ajita ^b   Tistarelli, Massimo ^b  

^a UNIVERSITY OF SURREY   (United Kingdom)

^b UNIVERSITY OF SASSARI   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

BASELINE SYSTEMS; BIOMETRIC SYSTEMS; DECISION STRATEGY; DECISION THRESHOLD; EXPERIMENTAL EVIDENCE; MATCHING SCORE; OPERATING POINTS; RECOGNITION ERROR; SCORE NORMALIZATION;

COMPUTER VISION; ERROR DETECTION; TECHNICAL PRESENTATIONS;

BIOMETRICS;

EID: 77956496028     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2010.5543235     Document Type: Conference Paper

References (27)

1. R. Auckenthaler, M. Carey, and H. Lloyd-Thomas. Score Normalization for Text-Independant Speaker Verification Systems. Digital Signal Processing (DSP) Journal, 10:42-54, 2000.
2. C. Bishop. Neural Networks for Pattern Recognition. OxfordUniversity Press, 1999.
3. J. Breebaart, T. Akkermans, and E. Kelkboom. Intersubject differences in false nonmatch rates for a fingerprint-based authentication system. EURASIP Journal on Advances in Signal Processing, 2009, 2003. Article ID 896383.
4. K. Chen. Towards Better Making a Decision in Speaker Verification. Pattern Recognition, 36(2):329-346, 2003.
5. J. Daugman. How Iris Recognition Works, chapter 6. Kluwer Publishers, 1999.
6. J. Daugman. Biometric decision landscapes. Technical Report TR482, University of Cambridge Computer Laboratory, 2000.
7. G. Doddington, W. Liggett, A. Martin, M. Przybocki, andD. Reynolds. Sheep, Goats, Lambs and Wolves: A Statistical Analysis of Speaker Performance in the NIST 1998 Speaker Recognition Evaluation. In Int'l Conf. Spoken Language Processing (ICSLP), Sydney, 1998.
8. J. Fierrez-Aguilar, J. Ortega-Garcia, and J. Gonzalez-Rodriguez. Target Dependent Score Normalisation Techniques and Their Application to Signature Verification. In LNCS 3072, Int'l Conf. on Biometric Authentication (ICBA), pages 498-504, Hong Kong, 2004.
9. S. Furui. Cepstral Analysis for Automatic Speaker Verification. IEEE Trans. Acoustic, Speech and Audio Processing/IEEE Trans. on Signal Processing, 29(2):254-272, 1981.
10. J. Gauvain and C.-H. Lee. Maximum a Posteriori Estimation for Multivariate Gaussian Mixture Obervation of Markov Chains. IEEE Tran. Speech Audio Processing, 2:290-298, 1994. 4
11. D. Genoud. Reconnaissance et Transformation de Locuteur. PhD thesis, Ecole Polythechnique Fédérale de Lausanne (EPFL), Switzerland, 1998.
12. A. Hicklin and B. Ulery. The myth of goats: How many people have fingerprints that are hard to match? Technical Report NISTIR 7271, National Institute of Standards and Technology, 2005.
13. K. Jonsson, J. Kittler, Y. P. Li, and J. Matas. Support vector machines for face authentication. Image and Vision Computing, 20:269-275, 2002. 2
14. J. Lindberg, J. Koolwaaij, H.-P. Hutter, D. Genoud, M. Blomberg, J.-B. Pierrot, and F. Bimbot. Techniques for a priori Decision Threshold Estimation in Speaker Verification. In Proc. of the Workshop R̈econnaissance du Locuteur et ses Applications Commerciales et Criminalistiques (R̈LA2C), pages 89-92, Avignon, 1998.
15. A. Martin, M. Przybocki, and J. P. Campbell. The NIST Speaker Recognition Evaluation Program, chapter 8. Springer, 2005.
16. J. Ortega-Garcia, J. Fierrez, F. Alonso-Fernandez, J. Galbally, M. R. Freire, J. Gonzalez-Rodriguez, C. Garcia-Mateo, J.-L. Alba-Castro, E. Gonzalez-Agulla, E. Otero-Muras, S. Garcia-Salicetti, L. Allano, B. Ly-Van, B. Dorizzi, J. Kittler, T. Bourlai, N. Poh, F. Deravi, M. W. Ng, M. Fairhurst, J. Hennebert, A. Humm, M. Tistarelli, L. Brodo, J. Richiardi, A. Drygajlo, H. Ganster, F.M. Sukno, S.-K. Pavani, A. Frangi, L. Akarun, and A. Savran. The multiscenario multienvironment biosecure multimodal database (bmdb). IEEE Transactions on Pattern Analysis and Machine Intelligence, 32:1097-1111, 2010.
17. J.-B. Pierrot. Elaboration et Validation d'Approaches en Vérification du Locuteur. PhD thesis, ENST, Paris, September 1998.
18. N. Poh and S. Bengio. F-ratio Client-Dependent Normalisation on Biometric Authentication Tasks. In IEEE Int'l Conf. Acoustics, Speech, and Signal Processing (ICASSP), pages 721-724, Philadelphia, 2005.
19. N. Poh, T. Bourlai, and J. Kittler. A multimodal biometric test bed for quality-dependent, cost-sensitive and clientspecific score-level fusion algorithms. Pattern Recogn., 43(3):1094-1105, 2010.
20. N. Poh and J. Kittler. On the Use of Log-likelihood Ratio Based Model-specific Score Normalisation in Biometric Authentication. In LNCS 4542, IEEE/IAPR Proc. Int'l Conf. Biometrics (ICB'07), pages 614-624, Seoul, 2007.
21. N. Poh and J. Kittler. Incorporating Variation of Modelspecific Score Distribution in Speaker Verification Systems. IEEE Transactions on Audio, Speech and Language Processing, 16(3):594-606, 2008.
22. N. Poh and J. Kittler. A Methodology for Separating Sheep from Goats for Controlled Enrollment and Multimodal Fusion. In Proc. of the 6th Biometrics Symposium, pages 17-22, Tampa, 2008.
23. N. Poh and J. Kittler. A biometric menagerie index for characterising template/model-specific variation. In Proc. Of the 3rd Int'l Conf. on Biometrics, pages 816-827, Sardinia, 2009. 2
24. J. Saeta and J. Hernando. On the Use of Score Pruning in Speaker Verification for Speaker Dependent Threshold Estimation. In The Speaker and Language Recognition Workshop (Odyssey), pages 215-218, Toledo, 2004.
25. M. Une, A. Otsuka, and H. Imai. Wolf attack probability: A theoretical security measure in biometric authentication systems. IEICE-Transactions on Info and Systems, E91-D(5):1380-1389, 2008.
26. M. Wittman, P. Davis, and P. Flynn. Empirical studies ofthe existence of the biometric menagerie in the frgc 2.0 color image corpus. Conf. on Computer Vision and Pattern Recognition Workshop, pages 33-33, June 2006.
27. N. Yager and T. Dunstone. Worms, chameleons, phantoms and doves: New additions to the biometric menagerie. Automatic Identification Advanced Technologies, 2007 IEEE Workshop on, pages 1-6, June 2007.