CORE POINT DETECTION USING FINE ORIENTATION FIELD ESTIMATION

M. Usman Akram, Rabia Arshaf, Rabia Anwar, Shoab A. Khan, Sarwat Nasir

Abstract

Performance of Automatic Fingerprint Identification System( AFIS) is greatly influenced by the detection of core point. Extraction of best Region Of Interest(ROI) from image can play a vital role for core point detection. In this paper, we present an improved technique for fine orientation field estimation and core point detection. The distinct feature of our technique is that it gives high detection percentage of core point even in case of low quality fingerprint images. The proposed algorithm is applied on FVC2004 database. Results of experiments demonstrate improved performance for detecting core point.

References

  1. A. K. Jain, S. P. and Hong, L. (1999). A multichannel approach to fingerprint classification. In IEEE Transactions on PAMI, Vol.21, No.4, pp. 348-359.
  2. A.K Jain, H. L. and Boole, R. (1997). One-line fingerprint verification. In IEEE Trans. PAMI, Vol.19,No.4, pp.302-314.
  3. Ani1 K. Jain, Salil Prabhakar, L. H. and Pankanti, S. (2000). Filterbank-based fingerprint matching. In IEEE Transactions on Image Processing, Vol. 9, No 5, pp. 846-859.
  4. Anil Jain, Ruud Bolle, S. P. (1998). Biometrics-personal identification in networked society. In KluwerAcademic Publishers, pp 411.
  5. D. Maltoni, D. Maio, A. K. J. and Prabhakar, S. (2003). Handbook of fingerprint recognition. In SpringerVerlag.
  6. FVC (2004). Finger print verification contest 2004. In Available at (http://bias.csr.unibo.it/fvc2004.html).
  7. Kalle Karu, A. J. (1996). Fingerprint classification. In Pattern Recognition, vol. 18, No.3, pp.389-404.
  8. Kawagoe, M. and A.Tojo (1984). Fingerprint pattern classification. In Pattern Recognition, Vol.17, pp.295-303.
  9. Lim and S.Jae (1990). Two-Dimensional Signal Image Processing.
  10. Maio, D. and Maltoni, D. (Jan 1997). Direct gray-scale minutiae detection in fingerprints. In IEEE Trans. on Pattern Analysis and Machine Inteligence, vol. 19, pp. 27-40.
  11. Sen Wang, Wei Wei Zhang, Y. S. W. (2002). Fingerprint classification by directional fields. In Proceedings of the Fourth IEEE International Conference on Multimodal Interfaces (ICMI'02).
  12. W. F. Leung, S. H. Leung, W. H. L. and Luk, A. (1991). Fingerprint recognition using neural network. In Neural Networks For Signal Processing - Proceedings Of The 1991 IEEE Workshop.
  13. Wang, S. and Wang., Y. (2004). Fingerprint enhancement in the singular point area. In IEEE signal processing letters, vol. 11, no. 1, pp. 16-19.
  14. Zhang, D. D. (2000). Automated biometrics technologies and systems. In Kluwer Academic Publishers, pp.331.
  15. Zhongchao Shi, Yangsheng Wang, J. Q. and Xu, K. (2004). A new segmentation algorithm for low quality fingerprint image. In IEEE Proceedings of the Third International Conference on Image and Graphics.
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Paper Citation


in Harvard Style

Usman Akram M., Arshaf R., Anwar R., Khan S. and Nasir S. (2008). CORE POINT DETECTION USING FINE ORIENTATION FIELD ESTIMATION . In Proceedings of the Third International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2008) ISBN 978-989-8111-21-0, pages 351-356. DOI: 10.5220/0001089503510356


in Bibtex Style

@conference{visapp08,
author={M. Usman Akram and Rabia Arshaf and Rabia Anwar and Shoab A. Khan and Sarwat Nasir},
title={CORE POINT DETECTION USING FINE ORIENTATION FIELD ESTIMATION},
booktitle={Proceedings of the Third International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2008)},
year={2008},
pages={351-356},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001089503510356},
isbn={978-989-8111-21-0},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Third International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2008)
TI - CORE POINT DETECTION USING FINE ORIENTATION FIELD ESTIMATION
SN - 978-989-8111-21-0
AU - Usman Akram M.
AU - Arshaf R.
AU - Anwar R.
AU - Khan S.
AU - Nasir S.
PY - 2008
SP - 351
EP - 356
DO - 10.5220/0001089503510356