Fingerprint liveness detection based on quality measures

2009 1st IEEE International Conference on Biometrics, Identity and Security, BIdS 2009

Volumn , Issue , 2009, Pages

  Galbally, Javier ^a   Alonso Fernandez, Fernando ^a   Fierrez, Julian ^a   Ortega Garcia, Javier ^a  

^a UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE SETS; FINGERPRINT LIVENESS DETECTION; LIVENESS DETECTION; MULTI SENSOR; OVERALL RATE; QUALITY MEASURES;

BIOMETRICS; SENSORS;

SECURITY OF DATA;

EID: 77954962177     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIDS.2009.5507534     Document Type: Conference Paper

References (25)

1. T. Matsumoto, H. Matsumoto, K. Yamada, and H. Hoshino, "Impact of artificial gummy fingers on fingerprint systems," in Proc. SPIE, vol. 4677,2002, pp. 275-289.
2. V. Ruiz-Albacete, P. Tome-Gonzalez, F. Alonso-Fernandez, J. Galbally, J. Fierrez, and J. Ortega-Garcia, "Direct attacks using fake images in iris verification," in in Proc. COST 2101 Workshop on Biometrics and Identity Management, BIOID, 2008.
3. M. Martinez-Diaz, J. Fierrez, F. Alonso-Fernandez, J. Ortega-Garcia, and J. A. Siguenza, "Hill-climbing and brute force attacks on biometric systems: a case study in rnatch-on-card fingerprint verification," in Proc. IEEE of International Carnahan Conference on Security Technology (ICCST), 2006, pp. 151-159.
4. CC, "Common Criteria for Information Technology Security Evaluation. v3.1," 2006.
5. BEM, "Biometric Evaluation Methodology. v1.0," 2002.
6. T. Van der Putte and J. Keuning, "Biometrical fingerprint recognition: don't get your fingers burned," in Proc. IFIP, 2000, pp. 289-303.
7. J. Galbally, R. Cappelli, A. Lumini, D. Maltoni, and J. Fierrez, "Fake fingertip generation from a minutiae template," in Proc. ICPR, 2008.
8. J. Galbally, J. Fierrez, J. D. Rodriguez-Gonzalez, F. Alonso-Fernandez, J. Ortega-Garcia, and M. Tapiador, "On the vulnerability of fingerprint verification systems to fake fingerprint attacks," in Proc. IEEE of International Carnahan Conference on Security Technology (ICCST), 2006, pp. 130-136.
9. J. Galbally, J. Fierrez, and J. Ortega-Garcia, "Bayesian hill-climbing attack and its application to signature verification," in Proc. IAPR International Conference on Biometrics (ICB). Springer LNCS-4642, 2007, pp. 386-395.
10. B. Tan and S. Schuckers, "Comparison of ridge- and intensity-based perspiration liveness detection methods in fingerprint scanners," in Proc. SPIE, vol. 6202, 2006, p. 62020A.
11. A. Antonelli,R . Capelli,D . Maio,a nd D. Maltoni," Fake finger detection by skin distortion analysis," IEEE Trans. on Information Forensics and Security, vol. I, pp. 360-373, 2006.
12. Y. Chen and A. K. Jain, "Fingerprint deformation for spoof detection," in Proc. IEEE BSYM, 2005, pp. 19-21.
13. P. Lapsley, J. Less, D. Pare, and N. Hoffman, "Anti-fraud biometric sensor that accurately detects blood flow," US Patent, 1998.
14. D. Baldiserra, A. Franco, D. Maio, and D. Maltoni, "Fake fingerprint detection by odor analysis," in Proc. IAPR ICB. Springer LNCS-3832, 2006, pp. 265-272.
15. L. Biel, O. Pettersson, L. Philipson, and P. Wide, "ECG analysis: A new approach in human identification," IEEE Trans. on Instrumentation and Measurement, vol. 50, pp. 808-812, 2001.
16. P. Coli, G. L. Marcialis, and F. Roli, "Fingerprint silicon replicas: static and dynamic features for vitality detection using an optical capture device," Int. Journal of Image and Graphics, pp. 495-512, 2008.
17. http://prag.diee.unica.it/LivDet09/.
18. L. Shen, A. Kot, and W. Koo, "Quality measures of fingerprint images," Proc. 3rd International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, vol. Springer LNCS-2091, pp. 266-271, 2001.
19. F. Alonso-Fernandez, J. Fierrez, J. Ortega-Garcia, J. Gonzalez-Rodriguez, H. Fronthaler, K. Kollreider, and J. Bigun, "A comparative study of fingerprint image quality estimation methods," IEEE Trans. on Information Forensics and Security, vol. 2, no. 4, pp. 734-743, December 2007.
20. J. Bigun, Vision with Direction. Springer, 2006.
21. E. Lim, X. Jiang, and W. Yau, "Fingerprint quality and validity analysis," Proc. International Conference on Image Processing, ICIP, vol. I, pp. 469-472, 2002.
22. Y. Chen, S. Dass, and A. Jain, "Fingerprint quality indices for predicting authentication performance," Proc. International Conference on Audio-and Video-Based Biometric Person Authentication, AVBPA, vol. Springer LNCS-3546, pp. 160-170,2005.
23. T. Chen, X. Jiang, and W. Yau, "Fingerprint image quality analysis," Proc. International Conference on Image Processing, ICIP, vol. 2, pp. 1253-1256, 2004.
24. L. Hong, Y. Wan, and A. Jain, "Fingerprint imagen enhancement: Algorithm and performance evaluation," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 20, no. 8, pp. 777-789, August 1998.
25. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification. Wiley, 2001.