Abstract
In this paper authors presents data managment solutions for biometric system base on firngerprint recognitoin. They compared existing fingerprint recognition data store methods and their own solutions for algorithm wich base on minutes groups. Authors proposed a new algorithm based on distribution minutiaes’ groups using selective attention algorithms, which store only base information about minutiaes’ positions. The proposed algorithm was compared with existing solutions during analysis of damage fingerprints using false acceptation rate and false rejection rate.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Bazen, A.M., Gerez, S.H.: Fingerprint matching by thinplate spline modelling of elastic defromations. Pattern Recognition (2003)
Bebis, G., Deaconu, T., Georgiopoulos, M.: Fingerprint Identification Using Delaunay Triangulation. In: IEEE ICIIS, pp. 452-459 (1999)
Cappelli, R., Lumini, A., Maio, D., Maltoni, D.: Fingerprint Classification by Directional Image Partitioning. IEEE Transactions on Pattern Analysis Machine Intelligence 21(5), 402–421 (1999)
Chikkerur, S., Cartwright, A.N., Govindaraju, V.: K-plet and Coupled BFS: A Graph Based Fingerprint Representation and Matching Algorithm. In: Zhang, D., Jain, A.K. (eds.) ICB 2005. LNCS, vol. 3832, pp. 309–315. Springer, Heidelberg (2005)
Grzeszyk, C.: Forensic fingerprint examination marks. Wydawnictwo Centrum Szkolenia Policji, Legionowo (1992) (in Polish)
He, Y., Ou, Z.: Fingerprint matching algorithm based on local minutiae adjacency graph. Journal of Harbin Institute of Technology 10(05), 95–103 (2005)
Huk, M., Szczepanik, M.: Multiple classifier error probability for multi-class problems. Maintenance and Reliability 3, 12–17 (2011)
Hicklin, A., Watson, C., Ulery, B.: How many people have fingerprints that are hard to match, NIST Interagency Report 7271 (2005)
Hong, L., Wan, Y., Jain, A.K.: Fingerprint image enhancement: Algorithm and performance evaluation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 777–789 (1998)
Indovina, M., Uludag, U., Snelick, R., Mink, A., Jain, A.: Multimodal Biometric Authentication Methods: A COTS Approach. In: Proc. MMUA (2003)
Jain, A.K., Ross, A., Nandakumar, K.: Introducing to biometrics. Spinger (2011)
Maltoni, D., Maio, D., Jain, A.K., Prabhakar, S.: Handbook of Fingerprint Recognition, 2nd edn. Springer (2009)
Pankanti, S., Prabhakar, S., Jain, A.K.: On the individuality of fngerprints. In: Proceedings of Computer Vision and Pattern Recognition, CVPR (2001)
Parziale, G., Niel, A.: A Fingerprint Matching Using Minutiae Triangulation. In: Zhang, D., Jain, A.K. (eds.) ICBA 2004. LNCS, vol. 3072, pp. 241–248. Springer, Heidelberg (2004)
Ratha, N.K., Govindaraju, V.: Advances in Biometrics: Sensors, Algorithms and Systems. Springer (2007)
Ross, A., Dass, S.C., Jain, A.K.: A deformable model for fingerprint matching. Pattern Recognition 38(1), 95–103 (2005)
Ross, A., Nandakumar, K., Jain, A.K.: Handbook of Multibiometrics. International Series on Biometrics. Springer (2011)
Shimooka, T., Shimizu, K.: Artificial Immune System for Personal Identification with Finger Vein Pattern. In: Negoita, M.G., Howlett, R.J., Jain, L.C. (eds.) KES 2004. LNCS (LNAI), vol. 3214, pp. 511–518. Springer, Heidelberg (2004)
Szczepanik, M., Szewczyk, R.: Fingerprint identification algorithm. KNS 1, 131–136 (2008) (in Polish)
Wayman, J.L., Jain, A.K., Maltoni, D., Maio, D.: Biometric Systems. Technology, Design and Performance Evaluation, 1st edn. Springer (2005)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Szczepanik, M., Jóźwiak, I. (2013). Data Management for Fingerprint Recognition Algorithm Based on Characteristic Points’ Groups. In: Pechenizkiy, M., Wojciechowski, M. (eds) New Trends in Databases and Information Systems. Advances in Intelligent Systems and Computing, vol 185. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-32518-2_40
Download citation
DOI: https://doi.org/10.1007/978-3-642-32518-2_40
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-32517-5
Online ISBN: 978-3-642-32518-2
eBook Packages: EngineeringEngineering (R0)