Fingerprint recognition by combining global structure and local cues

IEEE Transactions on Image Processing

Volumn 15, Issue 7, 2006, Pages 1952-1964

  Gu, Jinwei ^a   Zhou, Jie ^a   Yang, Chunyu ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Classifier fusion; Fingerprint recognition; Fingerprint representation; Orientation field

Indexed keywords

COMPUTER SIMULATION; DATABASE SYSTEMS; FEATURE EXTRACTION; PATTERN MATCHING;

CLASSIFIER FUSION; FINGERPRINT RECOGNITION; FINGERPRINT REPRESENTATION; ORIENTATION FIELD;

CHARACTER RECOGNITION;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; ASSOCIATION; AUTOMATED PATTERN RECOGNITION; BIOLOGICAL MODEL; BIOMETRY; COMPUTER ASSISTED DIAGNOSIS; DERMATOGLYPHICS; FINGER; HISTOLOGY; HUMAN; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; INFORMATION RETRIEVAL; METHODOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BIOMETRY; CUES; DERMATOGLYPHICS; FINGERS; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; INFORMATION STORAGE AND RETRIEVAL; MODELS, BIOLOGICAL; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUBTRACTION TECHNIQUE;

EID: 33745623696     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2006.873443     Document Type: Article

References (34)

1. D. Maltoni, D. Maio, A. K. Jain, and S. Probhaker, Handbook of Fingerprint Recognition. New York: Springer-Verlag, 2003.
2. A. K. Jain, R. Bolle, and S. Pankanti, BIOMETRICS: Personal Identification in Networked Society. New York: Kluwer, 1999.
3. Legal challenges to fingerprints Online. Available: http://onin.com/fp/ daubert_links.html
4. N. K. Ratha, K. Karu, S. Chen, and A. K. Jain, "A real-time matching system for large fingerprint databases," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 8, pp. 799-813, Aug. 1996.
5. A. K. Jain and L. Hong, "On-line fingerprint verification," IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 4, pp. 302-314, Apr. 1997.
6. A. K. Jain, S. Prabhakar, L. Hong, and S. Pankanti, "Filterbank-based fingerprint matching," IEEE Trans. Image Process., vol. 9, no. 5, pp. 846-859, May 2000.
7. 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.
8. X. Tan and B. Bhanu, "On the fundamental performance for fingerprint matching," in Proc. IEEE Computer Society Conf. Computer Vision and Pattern Recognition, vol. 2, Jun. 2003, pp. 499-504.
9. Q. Xiao and Z. Bian, "An approach to fingerprint identification by using the attributes of feature lines of fingerprint," in Proc. Int. Conf. Pattern Recognition, 1986, pp. 663-665.
10. A. J. Willis and L. Myers, "A cost-effective fingerprint recognition system for use with low-quality prints and damaged fingertips," Pattern Recognit., vol. 34, no. 2, pp. 255-270, 2001.
11. A. Crouzil, L. Massip-Pailhes, and S. Castan, "A new correlation criterion based on gradient fields similarity," in Proc. Int. Conf. Pattern Recognition, 1996, pp. 632-636.
12. T. Hatano, T. Adachi, S. Shigematsu, H. Morimura, S. Onishi, Y. Okazaki, and H. Kyuragi, "A fingerprint verification algorithm using the differential matching rate," in Proc. Int. Conf. Pattern Recognition, vol. 3, 2002, pp. 799-802.
13. 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.
14. A. Ross, A. Jain, and J. Reisman, "A hybrid fingerprint matcher," Pattern Recognit., vol. 36, no. 7, pp. 1661-1673, 2003.
15. 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.
16. R. Cappelli, A. Lumini, D. Maio, and D. Maltoni, "Fingerprint classification by directional image partitioning," IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, no. 5, pp. 402-421, May 1999.
17. B. Sherlock and D. Monro, "A model for interpreting fingerprint topology," Pattern Recognit., vol. 26, no. 7, pp. 1047-1055, 1993.
18. P. Vizcaya and L. Gerhardt, "A nonlinear orientation model for global description of fingerprints," Pattern Recognit., vol. 29, no. 7, pp. 1221-1231, 1996.
19. J. Zhou and J. Gu, "Modeling orientation fields of fingerprints with rational complex functions," Pattern Recognit., vol. 37, no. 2, pp. 389-391, Feb. 2004.
20. J. Gu, J. Zhou, and D. Zhang, "A combination model for orientation field of fingerprints," Pattern Recognit., vol. 37, no. 3, pp. 543-553, Mar. 2004.
21. J. Zhou and J. Gu, "A model-based method for the computation of fingerprints' orientation field," IEEE Trans. Image Process., vol. 13, no. 6, pp. 821-835, Jun. 2004.
22. A. M. Bazen, "Systematic methods for the computation of the directional fields and singular points of fingerprints," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 7, pp. 905-919, Jul. 2002.
23. A. K. Jain, S. Prabhakar, and L. Hong, "A multichannel approach to fingerprint classification," IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, no. 4, pp. 348-359, Apr. 1999.
24. K. Karu and A. K. Jain, "Fingerprint classification," Pattern Recognit., vol. 17, no. 3, pp. 389-404, 1996.
25. J. Kittler, M. Hatef, R. P. W. Duin, and J. Matas, "On combining classifiers," IEEE Trans. Pattern Anal. Mach. Intell., vol. 20, no. 3, pp. 226-239, Mar. 1998.
26. T. K. Ho, J. J. Hull, and S. N. Srihari, "Decision combination in multiple classifier systems," IEEE Trans. Pattern Anal. Mach. Intell., vol. 16, no. 1, pp. 66-75, Jan. 1994.
27. S. Prabhakar and A. K. Jain, "Decision-level fusion in fingerprint verification," Pattern Recognit., vol. 35, pp. 861-874, 2002.
28. C. M. Bishop, Neural Networks for Pattern Recognition. Oxford, U.K.: Oxford Univ. Press, 1995.
29. R. O. Duda and P. E. Hart, Pattern Classification and Scene Analysis. New York: Wiley, 1973.
30. 94704J. A. Bilmes, "A Gentle Tutorial of the Em Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models," Int. Comput. Sci. Inst., Berkeley, CA, Tech. Rep. TR-97-021, Apr. 1998.
31. D. Maio, D. Maltoni, R. Cappelli, J. L. Wayman, and A. K. Jain, "Fvc2000: Fingerprint verification competition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 3, pp. 402-412, Mar. 2002.
32. A. K. Jain and A. Ross, "Fingerprint mosaicking," presented at the Int. Conf. Acoustic Speech and Signal Processing, May 2002.
33. G. Stockman, S. Kopstein, and S. Benett, "Matching images to models for registration and object detection via clustering," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-4, no. 3, pp. 229-241, Mar. 1982.
34. M. A. Eshera and R. E. Sanders, "Fingerprint Matching System," U.S. Patent 5613014, 1997.