Technology evaluations of fingerprint-based biometric systems

Independent and reliable evaluation of the advances in fingerprint recognition is extremely important for several reasons: 1) to give governments, organizations and to every potential user a clear panorama of the potentiality and current limits of this technology; 2) to compare and rank different solutions (academic and commercial); 3) to provide unambiguous benchmarks/protocols to researchers to track their advances. This paper discusses the fingerprint evaluation campaigns organized in the recent years, focusing on the three editions of the Fingerprint Verification Competition (FVC).

[1]  P. Jonathon Phillips,et al.  An Introduction to Evaluating Biometric Systems , 2000, Computer.

[2]  Anil K. Jain,et al.  Handbook of Fingerprint Recognition , 2005, Springer Professional Computing.

[3]  J. L. Wayman,et al.  Best practices in testing and reporting performance of biometric devices. , 2002 .

[4]  Dario Maio,et al.  Synthetic fingerprint-database generation , 2002, Object recognition supported by user interaction for service robots.

[5]  David Chandler,et al.  Biometric Product Testing Final Report , 2001 .

[6]  Dario Maio,et al.  Synthetic fingerprint-image generation , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[7]  Anil K. Jain,et al.  FVC2000: Fingerprint Verification Competition , 2002, IEEE Trans. Pattern Anal. Mach. Intell..