Two steps for fingerprint segmentation

Image and Vision Computing

Volumn 25, Issue 9, 2007, Pages 1391-1403

  Yin, Jianping ^a   Zhu, En ^a   Yang, Xuejun ^a   Zhang, Guomin ^a   Hu, Chunfeng ^a  

^a NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY   (China)

Author keywords

Fingerprint segmentation; Remaining ridges; Spurious minutiae

Indexed keywords

FEATURE EXTRACTION; IMAGE ANALYSIS; IMAGE QUALITY;

FINGERPRINT SEGMENTATION; REMAINING RIDGES; SPURIOUS MINUTIAE;

IMAGE SEGMENTATION;

EID: 34250209133     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.imavis.2006.10.003     Document Type: Article

References (23)

1. Mehtre B.M., Murthy N.N., and Kapoor S. Segmentation of fingerprint images using the directional image. Pattern Recognition 20 4 (1987) 429-435
2. B.M. Mehtre, N.N. Murthy, A minutiae-based fingerprint identification system, in: 2nd International Conference on Advances in Pattern Recognition and Digital techniques, Calcutta, 1986.
3. Mehtre B.M. Segmentation of fingerprint images - a composite method. Pattern Recognition 22 4 (1989) 381-385
4. Mehtre B.M. Fingerprint image analysis for automatic identification. Machine Vision and Applications 6 (1993) 124-139
5. Ratha N., Chen S., and Jain A.K. Adaptive flow orientation-based feature extraction in fingerprint images. Pattern Recognition 28 11 (1995) 1657-1672
6. Hong L., Wang Y.F., and Jain A.K. Fingerprint image enhancement: algorithm and performance evaluation. IEEE Transactions on Pattern Analysis and Machine Intelligence 20 8 (1998) 777-789
7. S. Klein, A. Bazen, R. Veldhuis, Fingerprint image segmentation based on hidden Markov models, in: Proceedings of 13th Annual Workshop on Circuits, Systems, and Signal Processing, 2002, pp. 310-318.
8. T.S. Ong, T.B.J. Andrew, N.C.L. David, Y.W. Sek, Fingerprint images segmentation using two stages coarse to fine discrimination technique, in: Proceedings of 16th Australian Joint Conference on Artificial Intelligence, Perth Australia, LNAI, vol. 2903, 2003, pp. 624-633.
9. A.M. Bazen, S.H. Gerez, Segmentation of fingerprint images, in: Proceedings of Workshop on Circuits Systems and Signal Processing (ProRISC2001), 2001, pp. 276-280.
10. A.M. Bazen, S.H. Gerez, Directional field computation for fingerprints based on the principal component analysis of local gradients, in: Proceedings of the ProRISC2000, 11th Annual Workshop on Circuits, Systems and Signal Processing, Veldhoven, The Netherlands, November, 2000.
11. L. Wang, M. Dai, G.H. Geng, Fingerprint image segmentation by energy of Gaussian-Hermite moments, in: Proceedings of Sinobiometrics 2004, LNCS 3338, 2004, pp. 414-423.
12. Y.L. Yin, Y.R. Wang, X.K. Yang, Fingerprint image segmentation based on quadric surface model, in: Proceedings of Audio- and Video-based Biometric Person Authentication, LNCS, vol. 3546, 2005, pp. 647-655.
13. Jain A.K., and Ratha N.K. Object detection using Gabor filters. Pattern Recognition 30 2 (1997) 295-309
14. Q. Ren, J. Tian, X.P. Zhang, Automatic segmentation of fingerprint images, in: Proceedings of the Third Workshop on Automatic Identification Advanced Technologies (AutoID 2002), Oral Report, Tarrytown, New York, USA, 2002, pp. 137-141.
15. Ailisto H., and Lindholm M. A review of fingerprint image enhancement methods. International Journal of Image and Graphics 3 3 (2003) 401-424
16. E. Zhu, J.P. Yin, G.M. Zhang, Fingerprint enhancement using circular Gabor filter, in: Proceedings of International Conference on Image Analysis and Recognition, LNCS, vol. 3212, 2004, pp. 750-758.
17. http://www.neurotechnologija.com/download.html.
18. D. Maio, D. Maltoni, R. Cappelli, J.L. Wayman, A.K. Jain, FVC2002: second fingerprint verification competition, in: Proceedings of 16th International Conference on Pattern Recognition (ICPR'02), vol. 3, 11-15 August 2002. Available from: http://bias.csr.unibo.it/fvc2002).
19. D. Maio, D. Maltoni, R. Cappelli, J.L. Wayman, A.K. Jain, FVC2004: third fingerprint verification competition, in: Proceedings of International Conference on Biometric Authentication, 2004. Available from: http://bias.csr.unibo.it/fvc2004.
20. Maio D., and Maltoni D. Direct gray-scale minutiae detection in finger-prints. IEEE Transactions Pattern Analysis and Machine Intelligence 19 1 (1997) 27-39
21. Jiang X., Yau W.Y., and Ser W. Detecting the fingerprint minutiae by adaptive tracing the gray-level ridge. Pattern Recognition 34 (2001) 999-1013
22. E. Zhu, J.P. Yin, C.F. Hu, G.M. Zhang, Quality estimation of fingerprint image based on neural network, in: Proceedings of International Conference on Natural Computing, LNCS 3611, 2005, pp. 65-70.
23. Press W.H., Flannery B.P., Teukolsky S.A., and Veherling W.T. Numerical Recipes in C: The Art of Scientific Computing (1992), Cambridge University Press, Cambridge