Synonyms
Synthetic Fingerprint Generator
Definition
SFinGe (Synthetic Fingerprint Generator) is a fingerprint sample synthesis approach developed by the Biometric System Laboratory of the University of Bologna (Italy). It is available as a software program able to generate large databases of images very similar to human’s fingerprints, together with ground-truth data about their characteristics and features. These databases are particularly useful for developing, optimizing, and testing fingerprint recognition systems and are being extensively used by industrial, academic, and government organizations.
Overview and History
SFinGe (the Italian for sphinx, pronunciation sphin-je) is the acronym for Synthetic Fingerprint Generator. SFinGe can be used to easily create large databases of fingerprints, thus allowing recognition algorithms to be simply trained, tested, and optimized. The images generated emulate fingerprints acquired with online sensors, but, with a few changes, the...
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References
Biometric System Laboratory (University of Bologna) web site, http://biolab.csr.unibo.it. Accessed Jan 2008
R. Cappelli, Use of synthetic data for evaluating the quality of minutia extraction algorithms, in Proceedings Second NIST Biometric Quality Workshop, Gaithersburg, Nov 2007
R. Cappelli, Synthetic fingerprint generation, in Handbook of Fingerprint Recognition, 2nd edn., ed. by D. Maltoni, D. Maio, A.K. Jain, S. Prabhakar (Springer, New York, 2009)
R. Cappelli, Fast and accurate fingerprint indexing based on ridge orientation and frequency. IEEE Trans. Syst. Man Cybern. B Cybern. 41(6), 1511–1521 (2011)
R. Cappelli, A. Erol, D. Maio, D. Maltoni, Synthetic fingerprint-image generation, in Proceedings 15th International Conference on Pattern Recognition, Barcelona, vol. 3, pp. 475–478, Sept 2000
R. Cappelli, D. Maio, D. Maltoni, Indexing fingerprint databases for efficient 1:N matching, in Proceedings of the Sixth International Conference on Control, Automation, Robotics and Vision (ICARCV2000), Singapore, Dec 2000
R. Cappelli, D. Maio, D. Maltoni, Synthetic fingerprint-database generation, in Proceedings of the 16th International Conference on Pattern Recognition, Québec City, vol. 3, pp. 744–747, Aug 2002
R. Cappelli, D. Maio, D. Maltoni, An improved noise model for the generation of synthetic fingerprints, in Proceedings of the Eighth International Conference on Control, Automation, Robotics and Vision (ICARCV2004), Kunming, Dec 2004
R. Cappelli, D. Maio, D. Maltoni, J.L. Wayman, A.K. Jain, Performance evaluation of fingerprint verification systems. IEEE Trans. Pattern Anal. Mach. Intell. 28(1), 3–18 (2006)
ISO/IEC 19794-2, Information technology – Biometric data interchange formats – Part 2: Finger minutiae data, 2011.
D. Maio, D. Maltoni, R. Cappelli, J.L. Wayman, A.K. Jain, FVC2000: fingerprint verification competition. IEEE Trans. Pattern Anal. Mach. Intell. 24(3), 402–412 (2002)
Minutiae Interoperability Exchange Test (MINEX) web site, http://www.nist.gov/itl/iad/ig/minex.cfm. Accessed Apr 2013
Minutiae Template Interoperability Testing (MTIT) Project web site, http://www.mtitproject.com. Accessed Apr 2013
M. Saito, M. Matsumoto, SIMD-oriented fast mersenne twister: a 128-bit pseudorandom number generator, in Monte Carlo and Quasi-Monte Carlo Methods 2006, ed. by A. Keller, S. Heinrich, H. Niederreiter (Springer, Berlin, 2008), pp. 607–622
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Cappelli, R. (2015). SFinGe. In: Li, S.Z., Jain, A.K. (eds) Encyclopedia of Biometrics. Springer, Boston, MA. https://doi.org/10.1007/978-1-4899-7488-4_8
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DOI: https://doi.org/10.1007/978-1-4899-7488-4_8
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