Fingerprint minutiae filtering using ARTMAP (original) (raw)

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References

1. Federal Bureau of Investigation (1984) The science of fingerprints: classification and uses, U.S. Government Printing Office, Washington, DC
2. Osterburg J, Parthasarathy T, Raghavan TES, Sclove SL (1977) Development of a mathematical formula for the calculation of fingerprint probabilities based on individual characteristics. J Am Stat Assoc 72(360):772–778
   Article Google Scholar
3. Andrew W Sr., Bolle RM, Ratha N, Pankanti S (2002) Fingerprint minutiae: a constructive definition, IEEE ECCV workshop on biometrics
4. Hong L, Jain AK (1997) Fingerprint image enhancement: algorithm and performance evaluation. Technical Report, October 1997
5. Maio D, Maltoni D (1997) Direct gray-scale minutiae detection in fingerprints. IEEE Trans Pattern Anal Machine Intell Intelligence 19(1):27–39
   Article Google Scholar
6. Farina A, ZM Kovßcs Vajna, Leone A (1999) Fingerprint minutiae extraction from skeletonized binary images. Pattern Recogn 32(5):877–889
   Article Google Scholar
7. Jain AK, Hong L, Bolle R (1997) On-line fingerprint verification. IEEE Trans Pattern Anal Machine Intell 19(4):302–314
   Article Google Scholar
8. Cruz-Llanas S, Simon-Zorita D, Ortega-Garcia J, Gonzalez-Rodriguez (2001) J. Minutiae extraction scheme for fingerprint recognition systems. Proc Int Conf Image Process 3:254–257
9. Perez Cortes JC, Prat F, Saez S, Amengual JC, Juan A, Vilar JM (1997) Real-time minutiae extraction of fingerprint images. In: Proceedings of the sixth international conference on image processing and its applications, Dublin, pp 871–875
10. Zhao F, Tang X (2002) Pre-processing for skeleton based fingerprint minutiae extraction. In: Proceedings of the international conference on imaging systems and tech, pp 24–27
11. Yau WY, Jiang X, Ser W (2001) Detecting the fingerprint minutiae by adaptive tracing the gray-level ridge. Pattern Recogn 34(5):999–1013
    Article MATH Google Scholar
12. Leung WF, Leung SH, Lau WH, Luk A (1991) Fingerprint recognition using neural network. Proceedings of the IEEE workshop on neural network for signal processing, pp 226–235
13. Sagar VK, Beng KJ. Fingerprint feature extraction using fuzzy logic and neural networks, Technical report
14. Gerez H, Mannes Poel Bazen M, Martijin van Otterlo (2001) A reinforcement learning agent for minutiae extraction from fingerprints. In: Proceedings of the 13th Belgian–Dutch conference on artificial intelligence, Amsterdam, Netherlands
15. van der Meulen PGM, Schipper H, Bazen AM, Gerez SH (2001) A distributed object-oriented genetic programming environment, In: Proceedings of ASCI Conference, Netherlands, Heijen
16. O’Gorman L, Nickerson JV (1989) An approach to fingerprint filter design. Pattern Recogn 22(1):29–38
    Article Google Scholar
17. Xiao Q, Raafat H (1991) Combining statistical and structural information for fingerprint image processing classification and identification, World Scientific, NJ, pp 335–354
18. Hung DCD (1993) Enhancement and feature purification of fingerprint images. Pattern Recogn 26(11):1661–1671
    Article Google Scholar
19. Ratha NK, Jain AK, Chen S. Adaptive flow orientation based texture extraction in fingerprint images. Pattern Recogn 28(11):1657–1672
20. Deriche M (2001) An algorithm for reducing the effect of compression/decompression technique on fingerprint minutiae. In: Proceedings of the seventh Australian and Newzealand intelligence information systems conference, November, pp 243–246
21. Prabhakar S, Jain A, Wang J, Pankanti S, Bolle R (2000) Minutiae verification and classification for fingerprint matching. In: Proceedings of the international conference on pattern recognition, vol 1, pp 25–29
22. Maio D, Maltoni D (1998) Neural network based minutiae filtering in fingerprints. In: Proceedings of the 14th international conference pattern recognition, vol 2, pp 1654–1658
23. Jain AK, Prabhakar S, Pankanti S (2000) Learning fingerprint minutiae location and type. In: Proceedings of the 15th international conference pattern recognition, Barcelona
24. Kohonen T, Kangas J, Laaksonen J, Torkkola K (1992) A program package for the correct application of learning vector quantization algorithm. In: Proceedings of the international joint conference On neural networks, Baltimore, June, pp 725–730
25. Hsieh C-T, Lai E, Shyu S-R, Wang Y-C (1992) Minutiae verification with principal component analysis for fingerprint image postprocessing. In: Proceedings of the international joint conference on neural networks, June, Baltimore
26. Carpenter GA, Grossberg S, Reynolds JH (1991) Artmap: supervised real-time learning and classification of non-stationary data by a self-organizing neural network. Neural Networks 4:565–588
    Article Google Scholar
27. Emiroglu, Khan MBA (1997) Pre-processing of fingerprint images, ECOS 97, In: Proceedings of the European conference on security and detection, pp 147–151
28. Zhou RW, Quek C, GSNG (1995) Novel single-pass thinning algorithm. Pattern Recognition Lett 16(12):1267–1275
    Article Google Scholar
29. Leung MT, Engeler WE, Frank P (1990) Fingerprint image processing using neural network, In: Proceedings of the 10th conference on computer and communication systems, Hong Kong, pp 582–586
30. Rutovitz D (1966) Pattern recognition. J Roy Stat Soc 129:504–530
    Article Google Scholar

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