BiometricsNo Access

ROTATED WAVELET FILTERS-BASED FINGERPRINT RECOGNITION

Electronics and Telecommunication Department, Government College of Engineering, Aurangabad, Maharashtra, India

and

Electronics and Telecommunication Department, S.G.G.S. Institute of Engineering and Technology, Vishnupuri, Nanded, Maharashtra, India

Search for more papers by this author

https://doi.org/10.1142/S0218001412560083Cited by:6 (Source: Crossref)

Abstract

A novel approach for feature extraction of fingerprint matching is proposed by using two-dimensional (2D) rotated wavelet filters (RWF). 2D RWF are used to capture the characterization of diagonally oriented information present in fingerprint image. Proposed method extracts the significant information from small area of fingerprint image. Experimental results conducted on standard database of Bologna University and FVC2002 indicate that the proposed method improves the genuine acceptance rate (GAR) from 92.14% to 96.12% and reduces false acceptance rate (FAR) from 25.2% to 21.2% on Bologna University database and it reduces FAR from 36.71% to 22.79% on FVC2002 database compared with discrete wavelet transform-based approach.

Keywords:

References

A. Altun, H. Kocer and N. Allahverdi, Int. J. Pattern Recogn. Artif. Intell. 22, 585 (2008). Link, Web of Science, Google Scholar
A. Bazen and S. Gerez, Elastic minutiae matching by means of thin plate spline models, Proc. IEEE Conf. Pattern Recognition (2002) pp. 985–988. Google Scholar
J. Berry and D. Stoney , Advances in Fingerprint Technology , 2nd edn. , eds. H. C. Lee and R. Gaensslen ( CRC Press , Florida , 2001 ) . Google Scholar
S. Bharkad and M. Kokare, Survey of current fingerprint matching methods, Proc. Int. Conf. Computer Networks and Security (2008) pp. 352–355. Google Scholar
S. Bharkad and M. Kokare, Comparison of transform based features for fingerprint Matching, Proc. in IEEE Conf. Electronic Design and Signal Processing (2009) pp. 183–186. Google Scholar
S. Bharkad and M. Kokare, Sine transform based fingerprint matching, Proc. Int. Conf. Information Science and Applications (2010) pp. 56–59. Google Scholar
S. Bharkad and M. Kokare, Int. J. Tech. Eng. Syst. 1, 131 (2010). Web of Science, Google Scholar
S. Bharkad and M. Kokare, Pattern Recognition, Machine Intelligence and Biometrics (Springer publication, 2011) pp. 417–455. Google Scholar
S. Bharkad and M. Kokare, Int. J. Pattern Recogn. Artif. Intell. 25(6), 777 (2011). Link, Web of Science, Google Scholar
Biometric System Lab., University of Bologna, Cesena-Italy, www.csr.unibo.it/research/biolabl/ . Google Scholar
Z. Chen and C. H. Kuo, A Topology-based matching algorithm for fingerprint authentication, Proc. in IEEE Conf. Security Technology (1991) pp. 84–87. Google Scholar
I. Daubechies , Ten Lectures on Wavelets ( SIAM , Philadelphia, PA , 1992 ) . Crossref, Google Scholar
Federal Bureau of Investigation, The science of fingerprints: Classification and uses, Washington, D.C., U.S. Government Printing Office (1984) . Google Scholar
L. Hong, Y. Wan and A. Jain, IEEE Trans. Pattern Anal. Mach. Intell. 20, 777 (1998). Crossref, Web of Science, Google Scholar
A. Jain, L. Hong and R. Bolle, IEEE Trans. Pattern Anal. Mach. Intell. 19(4), 302 (1997). Crossref, Web of Science, Google Scholar
A. Jain , Intelligent Biometric Techniques in Fingerprint and Face Recognition ( CRC Press , 1999 ) . Google Scholar
A. Jain , R. Bole and S. Pankanti , Biometrics: Personal Identification in Networked Society ( Kluwer Academic Publishers , 1999 ) . Crossref, Google Scholar
A. Jainet al., FingerCode: A filterbank for fingerprint representation and matching, Proc. IEEE Conf. Computer Vision and Pattern Recognition (1999) pp. 187–195. Google Scholar
A. Jainet al., IEEE Trans. Image Process. 9(5), 846 (2000). Crossref, Web of Science, Google Scholar
A. Jain, A. Ross and S. Prabhakar, Fingerprint matching using minutiae and texture features, Proc IEEE Conf. Image Processing (2001) pp. 282–285. Google Scholar
N. Y. Khan and M. Y. Javed, Efficient fingerprint matching technique using wavelet based features, Proc. IEEE Conf. Digital Image Computing Techniques and Applications (2007) pp. 253–259. Google Scholar
M. Kokare, P. Biswas and B. Chatterji, Pattern Recogn. Lett. 28, 1240 (2007). Crossref, Web of Science, Google Scholar
P. Kwanet al., Int. J. Pattern Recogn. Artif. Intell. 24, 15 (2010). Link, Web of Science, Google Scholar
D. Lee, K. Choi and J. Kim, A robust fingerprint matching algorithm using local alignment, Proc. in IEEE Conf. Pattern Recognition (2002) pp. 803–806. Google Scholar
X. Luo, J. Tian and Y. Wu, A minutia matching algorithm in fingerprint verification, Proc. IEEE Conf. Pattern Recognition (2000) pp. 833–836. Google Scholar
S. Mallat, IEEE Trans. Pattern Anal. Mach. Intell. 11, 674 (1989). Crossref, Web of Science, Google Scholar
S. Mallat , A Wavelet Tour of Signal Processing ( Academic Press , 1998 ) . Google Scholar
M. Mokji and S. A. R. Abu-Bakar, Fingerprint matching based on directional image constructed using expanded Haar wavelet transform, Proc. IEEE Conf. Computer Graphics, Imaging and Visualization (2004) pp. 149–152. Google Scholar
M. U. Munir and M. Y. Javed, Fingerprint matching using ridge patterns, Proc. IEEE Conf. Information and Communication Technologies (2005) pp. 116–120. Google Scholar
K. Nagaty, An energy-based fingerprint matching system, Proc. IEEE Conf. Consumer Communications and Networking (2004) pp. 706–709. Google Scholar
S. Prabhakaret al., Minutia verification and classification for fingerprint matching, Proc. IEEE Conf. Pattern Recognition (2000) pp. 25–29. Google Scholar
S. Prabhakar, S. Pankanti and A. K. Jain, IEEE Security Privacy 1, 33 (2003). Crossref, Google Scholar
L. Sha and X. Tang, Proc. IEEE Pattern Recognition 879 (2004). Google Scholar
P. Shiet al., A novel fingerprint matching algorithm based on minutiae and global statistical features, Proc. IEEE Conf. Biometrics: Theory, Applications and Systems (2007) pp. 1–6. Google Scholar
S. Srihari and H. Srinivasan, Int. J. Pattern Recogn. Artif. Intell. 22, 535 (2008). Link, Web of Science, Google Scholar
M. Ticoet al., Fingerprint recognition using wavelet features, Proc. IEEE Int. Symp. Circuits and Systems (2001) pp. 21–24. Google Scholar
M. Tico and P. Kuosmanen, IEEE Trans. Pattern Anal. Mach. Intell. 25, 1009 (2003). Crossref, Web of Science, Google Scholar
M. Vetterli, Wavelet and Subband Coding (Prentice Hall PTR, Englewood Cliffs, New Jersey, 1995) pp. 176–178. Google Scholar
C. Wanget al., An efficient algorithm for fingerprint matching, Proc. IEEE Conf. Pattern Recognition1 (2006) pp. 1034–1037. Google Scholar
P. Wang and S. Yanusnkevich, Biometric technologies and applications, Proc. Int. Conf. Artificial Intelligence and Applications (2007) pp. 226–231. Google Scholar
J. Wanget al., Int. J. Pattern Recogn. Artif. Intell. 22, 601 (2008). Link, Web of Science, Google Scholar