A novel personal entropy measure confronted with online signature verification systems' performance

BTAS 2008 - IEEE 2nd International Conference on Biometrics: Theory, Applications and Systems

Volumn , Issue , 2008, Pages

  Houmani, Nesma ^a   Garcia Salicetti, Sonia ^a   Dorizzi, Bernadette ^a  

^a INSTITUT NATIONAL DES TÉLÉCOMMUNICATIONS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SUBSETS; DYNAMIC TIME WARPING; ENTROPY MEASURE; ENTROPY VALUE; GAUSSIAN MIXTURE MODEL; LOCAL DENSITY; ON-LINE SIGNATURE VERIFICATION SYSTEM; ONLINE SIGNATURE; SIGNATURE DATA;

BIOMETRICS; CLASSIFIERS; HIDDEN MARKOV MODELS; LEARNING SYSTEMS; OBJECT RECOGNITION; ONLINE SYSTEMS;

ENTROPY;

EID: 67549136241     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BTAS.2008.4699362     Document Type: Conference Paper

References (16)

1. G. Doddington, W. Liggett, A. Martin, M. Przybocki, D. Reynolds, "Sheeps, Goats, Lambs and Wolves, A Statistical Analysis of Speaker Performance in the NIST 1998 Speaker Recognition Evaluation", in Proceeding ICSLP'98, 1998.
2. M. Wittman, P. Davis, P.J. Flynn, "Empirical Studies of the Existence of the Biometric Menagerie in the FRGC 2.0 Color Image Corpus". Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW06), 2006.
3. N. Yager, T. Dunstone, "Worms, Chameleons, Phantoms and Doves: New Additions to the Biometric Menagerie". In IEEE Workshop on Automatic Identification Advanced Technologies, 2007.
4. R. Bolle, S. Pankanti, and N. Ratha. "Evaluation Techniques for Biometrics-based Authentication Systems (FRR)". In Proceedings of ICPR, 2000.
5. R. Bolle, J. Connell, S. Pankanti, N. Ratha, and A. Senior. "Guide to Biometrics". Springer-Verlag, 2003.
6. J. Richiardi, "Probabilistic models for multi-classifier biometric authentication using quality measures", PhD Thesis, EPFL, 2007.
7. Thomas M. Cover, Joy A. Thomas, "Elements of Information Theory", Second Edition, John Wiley & Sons, 2006. W.-K.
8. L. Rabiner, B.H. Juang, "Fundamentals of Speech Recognition", Prentice Hall Signal Processing Series, 1993.
9. Kim Jung-Tae, Bang Sung-Yang, "A Measure of Recognition Difficulty for a Character Image Database", Proceedings of International Conference on Document Analysis and Recognition (ICDAR'97), pp. 996-1000, 1997.
10. A. Kholmatov and B. Yanikoglu, "An Individuality Model for Online Signatures", SPIE Defense & Security: Biometric Technology For Human Identification V, 16-20 March 2008, Orlando EL, USA. H. Poor, An Introduction to Signal Detection and Estimation. New York: Springer-Verlag, 1985, ch. 4.
11. F. Alonso-Fernandez, M. C. Fairhurst, J. Fierrez and J. Ortega-Garcia, "Impact of Signature Legibility and Signature Type in Off-Line Signature Verification", in Biometrics Symposium, BSYM, IEEE, pp. 1-6, Baltimore, USA, September 2007.
12. S. Garcia-Salicetti, C. Beutnier, G. Chollet, B. Dorizzi, J. Leroux-Les Jardins, J. Lanter, Y. Ni, D. Petrovska-Delacretaz, "BIOMET: a Multimodal Person Authentication Database Including Face, Voice, Fingerprint, Hand and Signature Modalities", Proc. of 4th International Conference on Audio and Video-Based Biometric Person authentication, pp. 845-85 3, Guild ford, UK, 2003.
13. 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", IEE Proceedings Vision, Image and Signal Processing, Special Issue on Biometrics on the Internet, Vol. 150, n. 6, pp. 395401, December 2003
14. http://www.biosecure.info
15. D. A. Reynolds and R. C. Rose. Robust text-independent speaker identification using Gaussian mixture speaker models. IEEE Transactions on Speech and Audio Processing, 3(l):72-83, Jan 1995.
16. http://www.int-evry.fr/biometrics/BMEC2007