Survey of primary methods of fingerprint feature extraction

Бесплатный доступ

Proving the identity of the individual today is an urgent need in many areas, including social security, financial, criminal and other fields. Biometrics is interested in identifying individuals through personality traits, eye color, fingerprints, height, facial appearance, and signature. Image processing technology supports most of the techniques used in biometrics, by improving images and matching images, to identify the individual identity. Fingerprint recognition is some of the most well-known biometrics, and it the best the used biometric result for confirmation on computer systems. Technic fingerprinting has a great popularity for simplicity of acquisition, the use and approval when compared to other systems. Fingerprint Recognition System consists of four steps: firstly, Image acquisition (image fingerprint) through sensors.Secondly, processing the image so that it obscures the noise that exists, clarifying the hills. Thirdly, Extracting features of injury fingerprints. Fourth, compare the acquired features with features of fingerprint fingerprints in databases. The aim of this paper is to present the latest research in the applications of fingerprint recognition systems.

Еще

Fingerprint, methods of recognition, correlation comparison, a comparison of the pattern, equalization, gabor filter

Короткий адрес: https://sciup.org/147155238

IDR: 147155238   |   DOI: 10.14529/ctcr180117

Список литературы Survey of primary methods of fingerprint feature extraction

  • Ali M.H., Mahale V.H., Yannawar P., Gaikwad A.T. Overview of Fingerprint Recognition System//International Conference on Electrical, Electronics, and Optimization Techniques, ICEEOT, 2016, pp. 1334-1338 DOI: 10.1109/ICEEOT.2016.7754900
  • Ross A., Jain A., Reisman J. A Hybrid Fingerprint Matcher//Proceedings of International Conference on Pattern Recognition, 2003, pp.1661-1673 DOI: 10.1016/s0031-3203(02)00349-7
  • Bazen A.M. Fingerprint Identification -Feature Extraction, Matching, and Database Search. Univ. of Twente, Enschede, The Netherlands, 2002. 187 p.
  • Chen Y., Jain A.K. Beyond Minutiae: A Fingerprint Individuality Model with Pattern, Ridge and Pore Features//International Conference on Biometrics, 2009, pp. 523-533, DOI: 10.1007/978-3-642-01793-3_54
  • Coetzee L., Botha E.C. Fingerprint Recognition in Low Quality Images//Pattern Recognition, 1993, vol. 26, no. 10, pp. 1441-1460 DOI: 10.1016/0031-3203(93)90151-l
  • Dodds G.H. Identification by Fingerprints//Aust. J. Forensic Sci, 1986, vol. 18, no. 3-4, p. 136 DOI: 10.1080/00450618609411204
  • Ferris S., Powers R.L., Lindh T. Hyperladder Fingerprint Matcher, 1997. 36 p.
  • Germain R.S., Califano A., Colville S. Fingerprint Matching Using Transformation Parameter Clustering//IEEE Computational Science and Engineering, 1997, vol. 4, iss. 4, pp. 42-49 DOI: 10.1109/99.641608
  • Gonzalez R.C. Woods R.E. Digital Image Processing. Editors. A. Dworkin, J. McDonnell. Tom Robbins Pub., 2002. 812 p.
  • Gorman L.O. Fingerprint Verification//Springer, Boston, MA, 1998, vol. 3, no. 1, pp 43-64.
  • Jain A., Chen Y., Demirkus M. Pores and Ridges: Fingerprint Matching Using Level 3 Features//Engineering, 2006.
  • Maltoni D. Maio D., Jain A.K., Pra. S. Handbook of Fingerprint Recognition. USA, Springer Science & Business Media, 2009. 417 p.
  • Cynthia D.N., Rodrigues L.J., Nausheeda B.S. A Survey on Fingerprint Recognition Techniques//International Journal of Latest Trends in Engineering and Technology, 2016, pp. 441-447.
  • Mahadik S., Narayanan K., Bhoir D.V., Shah D., Access Control System Using Fingerprint Recognition//International Conference on Advances in Computing, Communication and Control, 2009, pp. 306-311 DOI: 10.1145/1523103.1523166
  • Yang J., Shin J. W., Min B., Park J. B., Park D. Fingerprint Matching Using Invariant Moment FingerCode and Learning Vector Quantization Neural Network//IEEE Conference Publications on Computational Intelligence and Security, 2006, Vol. 1, pp. 735-738, DOI: 10.1109/ICCIAS.2006.294231
Еще
Краткое сообщение