A fingerprint orientation model based on 2D fourier expansion (FOMFE) and its application to singular-point detection and fingerprint indexing

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 29, Issue 4, 2007, Pages 573-585

  Wang, Yi ^a   Hu, Jiankun ^a   Phillips, Damien ^a  

^a RMIT UNIVERSITY   (Australia)

Author keywords

Fingerprint authentication; Fingerprint indexing; Fingerprint orientation; Fourier expansion; Singular points

Indexed keywords

AUTHENTICATION; AUTOMATIC INDEXING; FEATURE EXTRACTION; PATTERN MATCHING;

FINGERPRINT AUTHENTICATION; FINGERPRINT MATCHING; FINGERPRINT ORIENTATION; FOURIER EXPANSION; SINGULAR POINTS;

BIOMETRICS;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; BIOMETRY; CLASSIFICATION; COMPUTER ASSISTED DIAGNOSIS; DERMATOGLYPHICS; EVALUATION; FINGER; FOURIER ANALYSIS; HISTOLOGY; HUMAN; METHODOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BIOMETRY; DERMATOGLYPHICS; FINGERS; FOURIER ANALYSIS; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 33947528272     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2007.1003     Document Type: Article

References (32)

1. A. Jain and S. Pankanti, "A Touch of Money," IEEE Spectrum, pp. 14-19, July 2006.
2. A. Jain, S. Pankanti, S. Prabhakar, L. Hong, and A. Ross, "Biometrics: A Grand Challenge," Proc. 17th Int'l Conf. Pattern Recognition, vol. 2, pp. 935-942, Aug. 2004.
3. J. Boer, A. Bazen, and S. Gerez, "Indexing Fingerprint Database Based on Multiple Features," Proc. Workshop Circuits, Systems, and Signal Processing, pp. 58-66, Nov. 2001.
4. S. Pankanti, S. Prabhakar, and A.K. Jain, "On the Individuality of Fingerprints," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 8, pp. 1010-1025, Aug. 2002.
5. B. Sherlock, D. Monro, and K. Millard, "Fingerprint Enhancement by Directional Fourier Filtering," IEE Proc. Vision, Image, and Signal Processing, vol. 141, no. 2, pp. 87-94, Apr. 1994.
6. J. Zhou and J. Gu, "Modeling Orientation Fields of Fingerprints with Rational Complex Functions," Pattern Recognition, vol. 37, no. 2, pp. 389-391, 2004.
7. J. Zhou and J. Gu, "A Model-Based Method for the Computation of Fingerprints Orientation Field," IEEE Trans. Image Processing, vol. 13, no. 6, pp. 821-835, 2004.
8. S. Dass, "Markov Random Field Models for Directional Field and Singularity Extraction in Fingerprint Images," IEEE Trans. Image Processing, vol. 13, no. 10, pp. 1358-1367, 2004.
9. P. Vizcaya and L. Gerhardt, "A Nonlinear Orientation Model for Global Description of Fingerprints," Pattern Recognition, vol. 29, no. 7, pp. 1221-1231, 1996.
10. N. Fowkes and J. Mahony, An Introduction to Mathematical Modelling. Wiley, 1994.
11. M. Kass and A. Witkin, "Analyzing Oriented Patterns," Computer Vision, Graph, and Image Processing, vol. 37, no. 3, pp. 362-385, Mar. 1987.
12. L. Perko, Differential Equations and Dynamical Systems. Springer-Verlag, 1991.
13. A. Rao and R. Jain, "Computerized Flow Field Analysis: Oriented Texture Fields," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 14, no. 7, pp. 693-709, July 1992.
14. C. Shu and R. Jain, "Vector Field Analysis for Oriented Patterns," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 40, no. 3, 2001.
15. R. Ford and R. Strickland, "Nonlinear Phase Portrait Models for Oriented Textures," Proc. Computer Vision and Pattern Recognition, pp. 644-645, June 1993.
16. W. Yau, J. Li, and H. Wang, "Nonlinear Phase Portrait Modeling of Fingerprint Orientation," IEE Proc. Control, Automation, Robotics, and Vision Conf., vol. 2, pp. 1262-1267, Dec. 2004.
17. H. Dym and H. McKean, Fourier Series and Integrals. Academic Press, 1972.
18. W. Press, S. Teukolsky, W. Vetterling, and B. Flannery, Numerical Recipes in C: The Art of Scientific Computing. Cambridge Univ. Press, 1992.
19. G. Golub and C. Loan, Matrix Computations, third ed. The Johns Hopkins Univ. Press, 1996.
20. D. Maltoni, D. Maio, A.K. Jain, and S. Prabhakar, Handbook of Fingerprint Recognition. Springer-Verlag, 2003.
21. A. Bazen and S. Gerez, "Systematic Methods for the Computation of the Directional Fields and Singular Points of Fingerprints," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 7, pp. 905-919, July 2002.
22. B. Sherlock and D. Monro, "A Model for Interpreting Fingerprint Topology," Pattern Recognition, vol. 26, no. 7, pp. 1047-1055, 1993.
23. M. Kawagoe and A. Tojo, "Fingerprint Pattern Classification," Pattern Recognition, vol. 17, no. 3, pp. 295-303, 1984.
24. N. Wu and J. Zhou, "Model Based Algorithm for Singular Point Detection from Fingerprint Images," Proc. Int'l Conf. Image Processing, vol. 2, pp. 885-888, Oct. 2004.
25. P. Morse, Methods of Theoretical Physics. McGraw-Hill, 1953.
26. C. Watson, M. Garris, E. Tabassi, C. Wilson, R. McCabe, and S. Janet, "User's Guide to NIST Fingerprint Image Software 2 (NFIS 2)," Nat'l Inst. of Science and Technology, software manuel 2, 2001.
27. C. Watson, "NIST Special Database 14, Fingerprint Database," technical report, US Nat'l Inst. of Standards and Technology, 1993.
28. A. Lumini, D. Maio, and D. Maltoni, "Continuous versus Exclusive Classification for Fingerprint Retrieval," Pattern Reconginition Letter, vol. 18, no. 10, pp. 1027-1034, 1997.
29. T. Kamei and M. Mizoguchi, "Fingerprint Preselection Using Eigenfeatures," Proc. IEEE CS Conf. Computer Vision and Pattern Recognition, pp. 918-923, June 1998.
30. R. Cappelli, D. Maio, and D. Maltoni, "Multispace KL for Pattern Representation and Classification," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 23, no. 9, pp. 977-996, Sept. 2001.
31. K. Fukunaga, Introduction to Statistical Pattern Recognition. Academic Press, 1990.
32. C. Wilson, G. Candela, and C. Watson, "Neural Network Fingerprint Classification," J. Artificial Neural Networks, vol. 1, no. 2, pp. 203-228, 1994.