Noisy and incomplete fingerprint classification using local ridge distribution models

Pattern Recognition

Volumn 48, Issue 2, 2015, Pages 473-484

  Jung, Hye Wuk ^a   Lee, Jee Hyong ^a  

^a Sungkyunkwan University   (South Korea)

Author keywords

Conditional probability; Core block; Division of region; Fingerprint classification; Markov model; Ridge direction

Indexed keywords

BIOMETRICS; HIERARCHICAL SYSTEMS; MARKOV PROCESSES; PIXELS;

CONDITIONAL PROBABILITIES; CORE BLOCK; DIVISION OF REGION; FINGERPRINT CLASSIFICATION; MARKOV MODEL; RIDGE DIRECTION;

CLASSIFICATION (OF INFORMATION);

EID: 85027934934     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2014.07.030     Document Type: Article

References (28)

1. D. Maltoni, D. Maio, A.K. Jain, and S. Prabhakar Handbook of Fingerprint Recognition 2003 Springer London
2. V.S. Srinivasan, and N.N. Murthy Detection of singular points in fingerprint images Pattern Recognit. 25 2 1992 139 153
3. D. Weng, Y. Yin, and D. Yang Singular points detection based on multi-resolution in fingerprint images Neurocomputing 74 17 2012 3376 3388
4. W. Feng, C. Yun, W. Hao, W. Xiu-you, Fingerprint classification based on improved singular points detection and central symmetrical axis, in: Proceedings of the Artificial Intelligence and Computational Intelligence, 2009, pp. 508-512.
5. E.R. Henry Classification and Uses of Fingerprint 1900 Rouledge London
6. K. Karu, and A.K. Jain Fingerprint classification Pattern Recognit. 29 3 1996 389 404
7. D. Maio, D. Maltoni, A structural approach to fingerprint classification, in: Proceedings of the 13th International Conference on Pattern Recognition, 1996, p. 578.
8. R. Cappeli, A. Lumini, D. Maio, and D. Maltoni Fingerprint classification by directional image partitioning IEEE Trans. Pattern Anal. Mach. Intell. 21 5 1999 402 421
9. L. Liu, C. Huang, and D.C. Hung A directional approach to Fingerprint classification Int. J. Pattern Recognit. Artif. Intell. 22 2 2008 347 365
10. X. Wang, F. Wang, J. Fan, J. Wang, Fingerprint classification based on continuous orientation field and singular points, in: Proceedings of the IEEE International Conference on Intelligent Computing and Intelligent Systems, 2009, pp. 189-193.
11. A.K. Jain, S. Prabhakar, and L. Hong A multichannel approach to fingerprint classification IEEE Trans. Pattern Anal. Mach. Intell. 21 4 1999 402 421
12. J. Chang, and K. Fan A new model for fingerprint classification by ridge distribution sequences Pattern Recognit. 35 6 2002 1209 1223
13. H.-W. Jung, and J.-H. Lee Live-scanned fingerprint classification with markov models modified by GA Int. J. Control Autom. Syst. 9 5 2011 933 940
14. A. Senior, A hidden markov model fingerprint classifier, in: Proceedings of the 31st Asilomar Conference Signals, Systems, and Computers, 1997, pp. 306-310.
15. Z. Ou, H. Guo, and H. Wei Fingerprint classifier using embedded hidden Markov models Lect. Notes Comput. Sci. 3338 2005 423 438
16. H.-W. Jung, and J.-H. Lee A directional feature extraction method of each region for the classification of fingerprint images with various shapes J. Inst. Control Robot. Syst. 18 9 2012 887 893 (in Korean)
17. R. Gonzales, and R. Woods Digital Image Processing 2008 Prentice Hall New Jersey
18. A. Leon-Garcia Probability, Statistics, and Random Processes for electrical Engineering 2nd edition 1994 Prentice Hall New Jersey
19. D. Maio, D. Maltoni, R. Cappelli, J.L. Wayman, and A.K. Jain FVC2000: Fingerprint Verification Competition 2000 Biolab Internal Report, University of Bologna Italy (Available from)
20. D. Maio, D. Maltoni, R. Cappelli, J.L. Wayman, and A.K. Jain FVC2002: Fingerprint Verification Competition 2002 Biolab Internal Report, University of Bologna Italy (Available from)
21. D. Maio, D. Maltoni, R. Cappelli, J.L. Wayman, and A.K. Jain FVC2004: Fingerprint Verification Competition 2004 Biolab Internal Report, University of Bologna Italy (Available from)
22. M.H. Bhuyan, S. Saharia, and D.K. Bhattacharyya An effective method for fingerprint classification Int. Arab J. e-Technol. 1 3 2010 89 97
23. J.-M. Guo, Y.-F. Liu, J.-Y. Chang, and J.-D. Lee Fingerprint classification based on decision tree from singular points and orientation field Expert Syst. Appl. 41 1 2014 752 764
24. J. Li, W.-Y. Yau, and H. Wang Combining singular points and orientation image information for fingerprint classification Pattern Recognit. 41 1 2008 353 366
25. I.S. Msiza, B. Leke-Betechuoh, F.V. Nelwamondo, N. Msimang, A fingerprint pattern classification approach based on the coordinate geometry of singularities, in: Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2009, pp. 510-517.
26. T.H. Le, and H.T. Van A fingerprint reference point detection for image retrieval based on symmetry and variation Pattern Recognit. 45 9 2012 3360 3372
27. X. Xiong, and B.-J. Choi Comparative analysis of detection algorithms for corner and blob features in image processing Int. J. Fuzzy Log. Intell. Syst. 13 4 2013 284 290
28. M. Sugiyama, S. Liu, and M.C. Plessis Direct divergence approximation between probability distributions and its applications in machine learning J. Comput. Sci. Eng. 7 2 2013 99 111