A Multichannel approach to fingerprint classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 21, Issue 4, 1999, Pages 348-359

  Jain, Anil K ^a,b   Prabhakar, Salil ^a   Hong, Lin ^a  

^a Michigan State University   (United States)

^b Visionics Corporation   (United States)

Author keywords

Biometrics; Fingercode; Fingerprint classification; Gabor filters; Neural networks

Indexed keywords

ALGORITHMS; IMAGE ENHANCEMENT; NEURAL NETWORKS;

BIOMETRICS; FINGERPRINT CLASSIFICATION; GABOR FILTERS;

FEATURE EXTRACTION;

EID: 0032663330     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.761265     Document Type: Article

References (25)

1. Advances in Fingerprint Technology, H.C. Lee and R.E. Gaensslen, eds. New York: Elsevier, 1991.
2. A.K. Jain, L. Hong, S. Pankanti, and R. Bolle, "An Identity Authentication System Using Fingerprints," Proc. IEEE, vol. 85, no. 9, pp. 1,365-1,388,1997.
3. K. Kara and A.K. Jain, "Fingerprint Classification," Pattern Recognition, vol. 29, no. 3, pp. 389-404,1996.
4. L. Hong and A.K. Jain, "Classification of Fingerprint Images," Technical Report MSUCPS:TR98-18, Michigan State Univ., June 1998.
5. C.I. Watson and C.L. Wilson, "MIST Special Database 4, Fingerprint Database," Nat'1 Inst. of Standards and Technology, Mar. 1992.
6. C.L. Wilson, G.T. Candela, and C.I. Watson, "Neural Network Fingerprint Classification," J. Artificial Neural Networks, vol. 1, no. 2, pp. 203-228,1993.
7. G.T. Candela, P.J. Grother, C.I. Watson, R.A. Wilkinson, and C.L. Wilson, "PCASYS-A Pattern-Level Classification Automation System for Fingerprints," Technical Report NISTIR 5647, Apr. 1995.
8. A. Senior, "A Hidden Markov Model Fingerprint Classifier," Proc. 31st Asilomar CoJ. Signals, Systems and Computers, pp. 306-310, 1997.
9. M.M.S. Chong, T.H. Ngee, L. Jun, and R.K.L. Gay, "Geometric Framework for Fingerprint Classification," Pattern Recognition, vol. 30, no. 9, pp. 1,475-1,488,1997.
10. C.V.K. Rao and K. Black, "Type Classification of Fingerprints: A Syntactic Approach," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 2, no. 3, pp. 223-231,1980.
11. A.P. Fitz and RJ. Green, "Fingerprint Classification Using Hexagonal Fast Fourier Transform," Pattern Recognition, vol. 29, no. 10, pp. 1,587-1,597,1996.
12. E.G. Sherlock and D.M. Monro, "A Model for Interpreting Fingerprint Topology," Pattern Recognition, vol. 26, no. 7, pp. 1,0471,055,1993.
13. M. Kawagoe and A. Tojo, "Fingerprint Pattern Classification," Pattern Recognition, vol. 17, no. 3, pp. 295-303,1984.
14. A. Jain, L. Hong, and R. Bolle, "On-Line Fingerprint Verification," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 4, pp. 302-314, Apr. 1997.
15. J.G. Daugman, "Two-Dimensional Spectral Analysis of Cortical Receptive Field Profiles," Vision Research, vol. 20, pp. 847-856, 1980.
16. J.G. Daugman, "High Confidence Recognition of Persons by a Test of Statistical Independence," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 15, no. 11, pp. 1,148-1,161, Nov. 1993.
17. A.K. Jain and F. Farrokhnia, "Unsupervised Texture Segmentation Using Gabor Filters," Pattern Recognition, vol. 24, no. 12, pp. 1,1671,186,1991.
18. J.G. Daugman, "Uncertainty Relation for Resolution in Space, Spatial Frequency, and Orientation Optimized by Two-Dimensional Visual Cortical Filters," J. Optical Soc. Amer. A, vol. 2, pp. 1,1601,169,1985.
19. A.K. Jain and B. Chandrasekaran, "Dimensionality and Sample Size Considerations in Pattern Recognition Practice," Handbook of Statistics, vol. 2, PR. Krishnaiah and L.N. Kanal, eds., pp. 835-855. North-Holland, 1982,
20. N. Ratha, S. Chen, and A.K. Jain, "Adaptive Flow OrientationBased Feature Extraction in Fingerprint Images," Pattern Recognition, vol. 28, no. 11, pp. 1,657-1,672,1995.
21. N. Ratha, K. Karu, S. Chen, and A.K. Jain, "A Real-Time Matching System for Large Fingerprint Databases," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 18, no. 8, pp. 799-813, Aug. 1996.
22. S.E. Fahlman, "Faster-Learning Variations on Back-Propagation: An Empirical Study," Proc. 1988 Connectionist Models Summer School, 1988.
23. R.O. Duda and P.E. Hart, Pattern Classification and Scene Analysis. John Wiley & Sons, 1973.
24. J.L. Wayman, "Technical Testing and Evaluation of Biometrie Identification Devices," Biometrics: Personal Identification in Networked Society, A.K. Jain, R. Bolle, and S. Pankanti, eds. Kluwer, 1998.
25. K. Woods, W.P. Kegelmeyer, and K.W. Bowyer, "Combination of Multiple Classifiers Using Local Accuracy Estimates," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 4, pp. 405-410, Apr. 1997.