On-line signature recognition based on VQ-DTW

Pattern Recognition

Volumn 40, Issue 3, 2007, Pages 981-992

  Faundez Zanuy, Marcos ^a  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

Author keywords

Biometric recognition; Dynamic time warping; On line signatures; Template matching; Vector quantization

Indexed keywords

ALGORITHMS; DATA PRIVACY; DATABASE SYSTEMS; ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS; MARKOV PROCESSES; MATHEMATICAL MODELS; VECTOR QUANTIZATION;

BIOMETRIC RECOGNITION; HIDDEN MARKOV MODELS (HMM); ON LINE SIGNATURES; REMOTE AUTHENTICATION SYSTEMS; TEMPLATE MATCHING;

PATTERN RECOGNITION;

EID: 33750578741     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2006.06.007     Document Type: Article

References (32)

1. Nanavati S., Thieme M., and Nanavati R. Biometrics. Identity Verification in a Networked World (2002), Wiley, New York
2. Jain A., Bolle R., and Pankanti S. Biometrics. Personal Identification in a Networked Society (1999), Kluwer Academic Publishers, Dordrecht
3. Zhang D.D. Automated Biometrics. Technologies and Systems (2000), Kluwer Academic Publishers, Dordrecht
4. Faundez-Zanuy M., and Monte-Moreno E. State-of-the-art in speaker recognition. IEEE Aerosp. Electron. Syst. Mag. 20 5 (2005) 7-12
5. 〈http://www.biometricgroup.com〉.
6. 〈http://www.cadix.com〉.
7. 〈http://www.wacom.com〉.
8. Ortega-Garcia J., Gonzalez-Rodriguez J., Simon-Zorita D., and Cruz-Llanas S. From biometrics technology to applications regarding face, voice, signature and fingerprint recognition systems. Biometrics Solutions for Authentication in an E-World (2002), Kluwer Academic Publishers, Dordrecht 289-337 (Chapter 12)
9. Faundez-Zanuy M. Privacy issues on biometric systems. IEEE Aerosp. Electron. Syst. Mag. 20 2 (2005) 13-15
10. Faundez-Zanuy M. Biometric recognition: why not massively adopted yet?. IEEE Aerosp. Electron. Syst. Mag. 20 8 (2005) 25-28
11. Faundez-Zanuy M. On the vulnerability of biometric security systems. IEEE Aerosp. Electron. Syst. Mag. 19 6 (2004) 3-8
12. Faundez-Zanuy M. Data fusion in biometrics. IEEE Aerosp. Electron. Syst. Mag. 20 1 (2005) 34-38
13. Han K., and Sethi I.K. Handwritten signature retrieval and identification. Pattern Recognition Lett. 17 (1996) 83-90
14. Plamondon R., and Lorette G. Automatic signature verification and writer identification-the state of the art. Pattern Recognition 1 2 (1989) 107-131
15. Ortega-Garcia J., Fierrez J., Simon D., Gonzalez J., Faundez-Zanuy M., Espinosa V., Satue A., Hernaez I., Igarza J.-J., Vivaracho C., Escudero D., and Moro Q.-I. MCYT baseline corpus: a multimodal biometric database. IEE Proc.-Vision Image Signal Process. 150 (2003) 395-401
16. Jain A.K., Griess F.D., and Connell S.D. On-line signature verification. Pattern Recognition 35 (2002) 2963-2972
17. Lei H., and Govindaraju V. A comparative study on the consistency of features in on-line signature verification. Pattern Recognition Lett. 26 (2005) 2483-2489
18. Jain A.K., Duin R.P.W., and Mao J. Statistical pattern recognition: a review. IEEE Trans. Pattern Anal. Mach. Intell. 22 1 (2000)
19. Rabiner L.R. A tutorial on hidden Markov models and selected applications in speech recognition. Proc. IEEE 77 2 (1989) 257-286
20. Rabiner L., and Juang B.H. An introduction to Hidden Markov models. IEEE ASSP Mag. 3 1 (1986) 4-16
21. Xiao X., and Leedham G. Signature verification using a modified Bayesian network. Pattern Recognition 35 5 (2002) 983-995
22. Nanni L., and Lumini A. Advanced methods for two-class problem formulation for on-line signature verification. Neurocomputing 69 7-9 (2006) 854-857
23. F. Soong, A. Rosenberg, L. Rabiner, B. Juang, A vector quantization approach to speaker recognition, IEEE Proceedings International Conference on Acoustics, Speech and Signal Processing ICASSP 1985, vol. 1, Tampa, 1985, pp. 387-390.
24. A.L. Higgins, L.G. Bahler, J.E. Porter, Voice identification using nearest-neighbor distance measure, IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP, 1993, pp. II-375-II-378.
25. D. Yeung, H. Chang, Y. Xiong, S. George, R. Kashi, T. Matsumoto, G. Rigoll, SVC2004: First International Signature Verification Competition, Lecture Notes on Computer Science, vol. 3072, Springer, Berlin, 2004, pp. 16-22.
26. Webb A. Statistical Pattern Recognition. second ed. (2002), Wiley, New York
27. Gersho A., and Gray R.M. Vector Quantization and Signal Compression (1991), Kluwer Academic Publishers, Dordrecht
28. Deller J.R., Proakis J.G., and Hansen J.H.L. Discrete-time Processing of Speech Signals (1987), Prentice-Hall, Englewood Cliffs
29. Reynolds D.A., and Rose R.C. Robust text-independent speaker identification using Gaussian mixture speaker models. IEEE Trans. Speech and Audio Processing 3 1 (1995) 72-83
30. Guyon I., Makhoul J., Schwartz R., and Vapnik V. What size test set gives good error rate estimates?. IEEE Trans. Pattern Anal. Mach. Intell. 20 1 (1998) 52-64
31. A. Martin, et al., The DET curve in assessment of detection performance, European Speech Processing Conference Eurospeech, vol. 4, 1997, pp. 1895-1898.
32. C. Sanderson, Information fusion and person verification using speech & face information, IDIAP Research Report 02-33, September 2002, pp. 1-37.