Combining global features and local minutiae descriptors in genetic algorithms for fingerprint matching

ACM International Conference Proceeding Series

Volumn , Issue , 2010, Pages 100-107

  Le, Thai Hoang ^a   Van, Hoang Thien ^a  

^a UNIVERSITY OF NATURAL SCIENCES   (Viet Nam)

Author keywords

alignments; fingerprint matching; genetic algorithms; local texture features

Indexed keywords

DESCRIPTORS; FINGERPRINT IMAGES; FINGERPRINT MATCHING; FINGERPRINT RECOGNITION; FITNESS ASSIGNMENT; GLOBAL ALIGNMENT; GLOBAL FEATURE; HIGHER EFFICIENCY; LOCAL FEATURE; LOCAL TEXTURE FEATURE; MINUTIAE POINTS;

ALIGNMENT; GENETIC ALGORITHMS; INFORMATION TECHNOLOGY; OPTIMIZATION; TEXTURES;

PATTERN MATCHING;

EID: 78349253098     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1852611.1852631     Document Type: Conference Paper

References (26)

1. X. Tan and B. Bhanu, "Fingerprint matching by genetic algorithms," Pattern Recognition, vol. 39, no. 3, pp. 465-477, 2006.
2. M. Liu, X.D. Jiang, A.C. Kot, "Efficient fingerprint search based on database clustering", Pattern Recognition 40, pp. 1793-1803, 2007.
3. A.K. Jain, L. Hong, R. Bolle, "On-line Fingerprint verification", IEEE Trans. Pattern Anal. Mach. Intell. 19 (4). pp. 302-313, 1997.
4. X.D. Jiang and W.Y. Yau, "Fingerprint Minutiae Matching Based On The Local And Global Structures," Proc. 15th Int. Conf. Pattern Recognition, vol. 2, pp.1038-1041, 2000.
5. M. Tico and P. Kuosmannen, "Fingerprint Matching Using An Orientation-based Minutia Descriptor," IEEE Trans. Pattern Anal. Mach. Intell.,vol. 25, no. 8, pp. 1009-1014, Aug. 2003.
6. Zhu, J. P.Yin, and G. M. Zhang, "Fingerprint Matching Based On Global Alignment Of Multiple Reference Minutiae," Pattern Recognition, vol. 38, no. 10, pp. 1685-1694, 2005.
7. Y. He, J. Tian, X. Luo, and T. Zhang, "Image Enhancement And Minutiae Matching In Fingerprint Verification," Pattern Recognition Letter, vol.24, pp. 1349-1360, 2003.
8. J. Gu, J. Zhou, C. Yang, "Fingerprint recognition by combining global structure and local cues", IEEE Trans. Image Process., vol 15 (7), pp. 1952-1964, 2006.
9. Y. He, J. Tian, L. Li, H. Chen, and X. Yang, "Fingerprint Matching Based On Global Comprehensive Similarity," IEEE Trans. Pattern Anal.Mach. Intell., vol. 28, no. 6, pp. 850-862, Jun. 2006.
10. Ross, A.K. Jain, and J. Reisman, "A Hybrid Fingerprint Matcher," Pattern Recognition, vol.36, no.7, pp.1661-1673, Jul. 2003.
11. J. Qi, S. Yang, Y. Wang, "Fingerprint Matching Combining The Global Orientation Field With Minutia," Pattern Recognition Letters, vol.26, pp. 2424-2430, Jun. 2005.
12. X. Wang, J. Li, Y. Niu, "Fingerprint matching using orientation codes and polylines",Pattern Recognition vol 40(11), pp. 3164-3177, 2007.
13. Z.M. Kovacs-Vajna, "A fingerprint verification system based on triangular matching and dynamic time warping", IEEE Trans. Pattern Anal. Mach. Intel. 22 (11) (2000) 1266-1276.
14. S. Pankanti, S. Prabhakar, and A. K. Jain, "On The Individuality Of Fingerprints," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 8, pp. 1010-1025, Aug. 2002.
15. T. Y. Jea and V. Govindaraju, "A Minutia-based Partial Fingerprint Recognition System," Pattern Recognition, vol. 38, pp. 1672-1684, 2004.
16. A.K. Jain, S. Prabhakar, L. Hong, S. Pankanti, "Filterbank-based Fingerprint Matching", IEEE Trans. Image Process. 9 (5) 846-859, 2000.
17. W. Sheng and G. Howells and M.C. Fairhurst and F. Deravi, "A Memetic Fingerprint Matching Algorithm", IEEE Trans. Information Forensics and Security, 2 (3). pp. 402-412, 2007.
18. W. Sheng, G. Howells, M.C. Fairhurst, F. Deravi, and K. Harmer, "Consensus fingerprint matching with genetically optimised approach", Pattern Recognition, Vol. 42, pp. 1399-1407, 2009.
19. L. Hong, Y. Wan, and A. K. Jain, "Fingerprint image enhancement: Algorithm and performance evaluation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 20, no. 8, pp. 777-789, Aug. 1998.
20. M. Liu, X.D. Jiang, A.C. Kot, "Fingerprint reference point detection,"EUR ASIP J. Appl. Signal Process, pp. 498-509, 2005.
21. D. Maio, D. Maltoni, R. Cappelli, J. L. Wayman and A. K. Jain, "FVC2004: Third Fingerprint Verification Competition," Proc. 1st Int. Conf. Biometric Authentication, pp.1-7, Jul. 2004.
22. T. H. Van, H. T. Le, "Adaptive Noisy Fingerprint Enhancement Based on Orientation Consistency", KSE 2009, Ha Noi, pp. 67-72, 2009.
23. J. Feng, "Combining minutiae descriptors for fingerprint matching", Pattern Recognition, vol. 41, pp. 342-352, 2008.
24. E. Goldberg, "Genetic Algorithms in Search, Optimization, and Machine Learning", Addison-Wesley, Reading, MA, 1989.
25. K. Cao, X. Yang, X. Tao, P. Li, Y. Yang, J. Tain, "Combining features for distorted fingerprint matching", Journal of Network and Computer Applications, 2009.
26. http://www.neurotechnology.com/verifinger.html.