Combined handwriting and speech modalities for user authentication

IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans

Volumn 39, Issue 1, 2009, Pages 25-35

  Humm, Andreas ^a   Hennebert, Jean ^a,b   Ingold, Rolf ^a  

^a UNIVERSITY OF FRIBOURG   (Switzerland)

^b UNIVERSITY OF APPLIED SCIENCES WESTERN SWITZERLAND   (Switzerland)

Author keywords

Handwritten signal; Multimodal biometrics; Speech signal

Indexed keywords

ACCESS CONTROL; AUTHENTICATION; BLIND SOURCE SEPARATION; MERGERS AND ACQUISITIONS;

ACCESS TIMES; AUTHENTICATION SYSTEMS; GAUSSIAN MIXTURE MODELS; HANDWRITTEN SIGNAL; MULTIMODAL APPROACHES; MULTIMODAL BIOMETRICS; SIMULTANEOUS RECORDINGS; SPEECH MODALITIES; SPEECH SIGNAL; USER AUTHENTICATION SYSTEMS; USER AUTHENTICATIONS;

BIOMETRICS;

EID: 58149122861     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCA.2008.2007978     Document Type: Conference Paper

References (34)

1. R. Plamondon and G. Lorette, "Automatic signature verification and writer identification - The state of the art," Pattern Recognit., vol. 22, no. 2, pp. 107-131, 1989.
2. F. Leclerc and R. Plamondon, "Automatic signature verification: The state of the art-1989-1993," Int. J. Pattern Recogn. Artif. Intell. vol 8, no. 3, pp. 643-660, 1994.
3. M. Liwicki, A. Schlapbach, H. Bunke, S. Bengio, J. Mariéthoz, and J. Richiardi, "Writer identification for smart meeting room systems," in Proc. 7th Int. Workshop Document Anal. Syst.. New York: Springer-Verlag,
4. A. Wahl, J. Hennebert, A. Humm, and R. Ingold, "Generation and evaluation of brute-force signature forgeries," in Proc. Int. Workshop MRCS, Istanbul, Turkey, Sep. 2006, pp. 2-9.
5. C. Vielhauer, Biometric User Authentication for IT Security. New York: Springer-Verlag, 2006.
6. J. Hennebert, R. Loeffel, A. Humm, and R. Ingold, "A new forgery scenario based on regaining dynamics of signature," in Proc. 2nd ICB Seoul, Korea, Aug. 27-29, 2007, pp. 366-375.
7. G. Potamianos, C. Neti, J. Luettin, and I. Matthews, Audiovisual Automatic Speech Recognition: An Overview. Cambridge, MA: MIT Press, 2004.
8. H. Bredin and G. Choliet, "Audio-visual speech synchrony measure for talking-face identity verifications," in Proc. IEEE ICASSP, Honolulu, HI, 2007, pp. II-233-II-236.
9. R. Landais, H. Bredin, L. Zouari, and G. Chollet, "Vérification audiovisuelle de I'identité," in Proc. Traitement et Analyse de I'Information: Méthodes et Applications (TAIMA), Hammamet, Tunisia, 2007.
10. L. Hong and A. Jain, "Integrating faces and fingerprints for personal identification," IEEE Trans. Pattern Anal. Mach. Intell., vol. 20, no. 12, pp. 1295-1307, Dec. 1998.
11. D. Reynolds, "An overview of automatic speaker recognition technology," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., 2002, vol. 4, pp. 4072-4075.
12. F. Bimbot et al., "A tutorial on text-independent speaker verification," EURASIP J. Appl. Signal Process., vol. 2004, no. 4, pp. 430-451, 2004.
13. Y. Nakamura and M. Kidode, "Online writer verification using kanji handwriting," in Proc. Int. Workshop MRCS, B. Ginsel, A. K. Jain, A. M. Tekalp, and B. Sankur, Eds. Istanbul, Turkey: Springer-Verlag, 2006, vol. 4105, pp. 207-214
14. B. Ly-Man et al., "Signature with text-dependent and text-independent speech for robust identity verification," in Proc. Workshop MMUA, 2003, pp. 13-18.
15. S. Krawczyk and A. K. Jain, "Securing electronic medical records using biometric authentication," in Proc. AVBPA, Rye Brook, NY, 2005, pp. 1110-1119.
16. J. Koreman, A. C. Morris, D. Wu, S. Jassim, H. Sellahewa, J. Ehlers, G. Chollet, G. Aversano, H. Bredin, S. Garcia-Salicetti, L. Allano, B. Ly Van, and B. Dorizzi," "Multi-modal biometric authentication on the SecurePhone PDA," in Proc. 2nd Int. Workshop Multimodal User Authentication, Toulouse, France, 2006.
17. Y. Watanabe, K. Iwata, R. Nakagawa, K. Shinoda, and S. Furui, "Semi-synchronous speech and pen input," in Proc. 32nd ICASSP, Honolulu, HI, 2001, pp. IV-409-IV-412.
18. B. Dumas et al., "Myidea - Multimodal biometrics database, description of acquisition protocols," 'in Proc. 3rd COST 275 Workshop, Hatfield, U.K., Oct. 27-28, 2005, pp. 59-62.
19. J. Hennebert et al., Myidea Multimodal Database, 2005. [Online]. Available: http://diuf.unifr.ch/go/myidea
20. A. Humm, J. Hennebert, and R. Ingold, "Combined handwriting and speech modalities for user authentication," Dept. Informatics, Univ. Fribourg, Fribourg, Switzerland, Tech. Rep. 06-05, 2006.
21. 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," Proc. Inst. Elect. Eng. - Vis. Image Signal Process., vol. 150, no. 6, pp. 395-401, Dec. 2003.
22. S. Garcia-Salicetti, C. Beumier, G. Chollet, B. Dorizzi, J. Leroux les Jardins, J. Lunter Y. Ni, and D. Petrovska-Delacrétaz, "BIOMET: A multimodal person authentication database including face, voice, fingerprint, hand and signature modalities," in Proc. 4th Int. Conf. AVBPA, 2003, pp. 845-853.
23. A. Humm, J. Hennebert, and R. Ingold, "Gaussian mixture models for chasm signature verification," in Proc. 3rd Joint Workshop Multimodal Interaction Related Mach. Learn. Algorithms, Washington, DC, 2006, pp. 102-113.
24. J. Hennebert, A. Humm, and R. Ingold, "Modelling spoken signature with Gaussian mixture model adaptation," in Proc. 32nd ICASSP, Honolulu, HI, 2007, pp. II-229-II-232.
25. B. Ly Van, S. Garcia-Salicetti, and B. Dorizzi, "Fusion of HMM's likelihood and Viterbi path for on-line signature verification," in Proc. Biometrics Authentication Workshop, Prague, Czech Republic, May 15, 2004.
26. L. Rabiner and B.-H. Juang, Fundamentals of Speech Recognition. Englewood Cliffs, NJ: Prentice-Hall, 1993.
27. J. Mariethoz and S. Bengio, "A comparative study of adaptation methods for Speaker verification," in Proc. Int. Conf Spoken Language Process., Deaver, CO, 2002, pp. 581-584.
28. J. Richiardi and A. Drygajlo, "Gaussian mixture models for on-line signature verification," in Proc. ACM SIGMM Workshop Biometrics Methods Appl., 2003, pp. 115-122.
29. A. P. Dempster, N. M. Laird, ind D. B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. R. Stat. Soc., vol. 39, no. 1, pp. 1-38, 1977.
30. D. Reynolds, T. Quatieri, and R. Dunn, "Speaker verification using adapted Gaussian mixture models," Digit. Signal Process., vol. 10, no. 1, pp. 19-41, Jan. 2000.
31. J. G. A. Dolfing, "Handwriting recognition and verification, a hidden Markov approach," Ph.D. dissertation, Philips Electron. N.V., Eindhoven, The Netherlands, 1998.
32. A. Humm, R. Ingold, and J. Hennebert, Spoken handwriting verification using statistical models," in Proc. 9th ICDAR, Curitiba, Brazil, Sep. 23-26. 2007. pp. 999-1003.
33. A. Humm, J. Hennebert, and R. Ingold, "Hidden Markov models for spoken signature verification," in Proc. IEEE Conf. BTAS, Washington, DC, Sep. 27-29, 2007, pp. 1-6.
34. A. Martin, G. Doddington, T. Kamm, M. Ordowski, and M. Przybocki, "The DET curve in assessment of detection task performance," in Proc. Eurospeech, Rhodes, Greece, 1997, pp. 1895-1898.