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Stefan cel Mare
University of Suceava
Faculty of Electrical Engineering and
Computer Science
13, Universitatii Street
Suceava - 720229
ROMANIA

Print ISSN: 1582-7445
Online ISSN: 1844-7600
WorldCat: 643243560
doi: 10.4316/AECE


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2020-Jun-29
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  4/2014 - 14

Fingerprint Ridge Frequency Estimation in the Fourier Domain

PATRICIU, V.-V. See more information about PATRICIU, V.-V. on SCOPUS See more information about PATRICIU, V.-V. on IEEExplore See more information about PATRICIU, V.-V. on Web of Science, SPINU, S. See more information about SPINU, S. on SCOPUS See more information about SPINU, S. on SCOPUS See more information about SPINU, S. on Web of Science
 
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Download PDF pdficon (879 KB) | Citation | Downloads: 743 | Views: 2,168

Author keywords
biometrics, feature extraction, fingerprint recognition, identification of persons, spectral analysis

References keywords
fingerprint(20), recognition(15), pattern(12), image(12), enhancement(9), jain(7), ridge(6), filtering(6), gabor(5), filter(5)
Blue keywords are present in both the references section and the paper title.

About this article
Date of Publication: 2014-11-30
Volume 14, Issue 4, Year 2014, On page(s): 95 - 98
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2014.04014
Web of Science Accession Number: 000348772500014
SCOPUS ID: 84921634128

Abstract
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Ridge frequency is an important parameter in fingerprint image processing and feature extraction. However, ridge frequency estimation is a difficult task in noisy fingerprint images. A simple and accurate method for the computation of fingerprint ridge frequency using the Fourier spectrum is proposed. The results of the experiments conducted on a collection of fingerprints as well as a quantitative method for performance evaluation based on a Gabor filter-bank are presented. The proposed method is robust with respect to noise and reliable frequency images are obtained.


References | Cited By  «-- Click to see who has cited this paper

[1] J. R. Vacca, Biometric Technologies and Verification Systems. Burlington, MA: Butterworth-Heinemann, pp. 3-17, 2007.

[2] L. O'Gorman, "Fingerprint verification," in A.K. Jain, R. Bolle, and S. Pankanti (Eds.), Biometrics: Personal Identification in Networked Society, pp. 43-64, Boston, MA: Kluwer Academic Publishers, 1999.

[3] D. Maltoni, D. Maio, A.K. Jain, S. Prabhakar, Handbook of Fingerprint Recognition, 2nd Edition. London, UK: Springer-Verlag pp. 1-56, 2009.

[4] L. O'Gorman, J. V. Nickerson, "An approach to fingerprint filter design," Pattern Recognition, vol. 22, no. 1, pp. 29-38, Jan. 1989.
[CrossRef] [Web of Science Times Cited 146] [SCOPUS Times Cited 201]


[5] B. G. Sherlock, D. M. Monro, K. Millard, "Fingerprint enhancement by directional Fourier filtering," IEE Proceedings Vision, Image and Signal Processing, vol. 141, no. 2, pp. 87-94, Apr. 1994.
[CrossRef] [Web of Science Times Cited 171] [SCOPUS Times Cited 249]


[6] L. Hong, Y. Wan, A. K. Jain, "Fingerprint image enhancement: algorithm and performance evaluation," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 20, no. 8, pp. 777-789, Aug. 1998.
[CrossRef] [Web of Science Times Cited 1112] [SCOPUS Times Cited 1566]


[7] A. Erol, U. Halici, G. Ongun, "Feature selective filtering for ridge extraction," in L.C. Jain, U. Halici, I. Hayashi, S.B. Lee, and S. Tsutsui (Eds.), Intelligent Biometric Techniques in Fingerprint and Face Recognition, pp. 195-215, Boca Raton, FL: CRC Press, 1999.

[8] S. Greenberg, M. Aladjem, D. Kogan, I. Dimitrov, "Fingerprint image enhancement using filtering techniques," in Proc. of the 15th International Conference on Pattern Recognition, Barcelona, Spain, Sep 3-7, 2000, vol. 3, pp. 322-325.
[CrossRef]


[9] J. Yang, L. Liu, T. Jiang, Y. Fan, "A modified Gabor filter design method for fingerprint image enhancement," Pattern Recognition Letters, vol. 24, no. 12, pp. 1805-1817, Aug. 2003.
[CrossRef] [Web of Science Times Cited 146] [SCOPUS Times Cited 207]


[10] T. Kamei, "Image filter design for fingerprint enhancement," in N. Ratha and R. Bolle (Eds.), Automatic Fingerprint Recognition Systems, pp. 113-126, New York, NY: Springer-Verlag, 2004.

[11] E. Zhu, J. Yin, G. Zhang, "Fingerprint enhancement using circular Gabor filter," in A. Campilho and M. Kamel (Eds.), Image Analysis and Recognition: International Conference, ICIAR 2004, Porto, Portugal, September 29 - October 1, 2004, Proceedings, Part II, pp. 750-758, Berlin: Springer-Verlag, 2004.

[12] C. Wu, V. Govindaraju, "Singularity preserving fingerprint image adaptive filtering," in Proc. of the IEEE International Conference on Image Processing, Atlanta, GA, Oct. 8-11, 2006, pp. 313-316.
[CrossRef] [Web of Science Times Cited 4] [SCOPUS Times Cited 6]


[13] S. Chikkerur, A. N. Cartwright, V. Govindaraju, "Fingerprint enhancement using STFT analysis," Pattern Recognition, vol. 40, no. 1, pp. 198-211, Jan. 2007.
[CrossRef] [Web of Science Times Cited 207] [SCOPUS Times Cited 281]


[14] W. Wang, J. Li, F. Huang, H. Feng, "Design and implementation of Log-Gabor filter in fingerprint image enhancement," Pattern Recognition Letters, vol. 29, no. 3, pp. 301-308, Feb. 2008.
[CrossRef] [Web of Science Times Cited 69] [SCOPUS Times Cited 100]


[15] C. Gottschlich, "Curved-region-based ridge frequency estimation and curved Gabor filters for fingerprint image enhancement," IEEE Transactions on Image Processing, vol. 21, no. 4, pp. 2220-2227, Apr. 2012.
[CrossRef] [Web of Science Times Cited 69] [SCOPUS Times Cited 89]


[16] D. Maio, D. Maltoni, "Neural network based minutiae filtering in fingerprints," in Proc. of the 14th International Conference on Pattern Recognition, Brisbane, Australia, Aug 16-20, 1998, vol. 2, pp. 1654-1658.
[CrossRef]


[17] A. Farina, Z. M. Kovacs-Vajna, A. Leone, "Fingerprint minutiae extraction from skeletonized binary images," Pattern Recognition, vol. 32, no. 5, pp. 877-889, May 1999.
[CrossRef] [Web of Science Times Cited 82] [SCOPUS Times Cited 97]


[18] D.-H. Kim, "Minutiae quality scoring and filtering using a neighboring ridge structural analysis on a thinned fingerprint image," in T. Kanade, A.K. Jain, and N.K. Ratha (Eds.), Audio- and Video-Based Biometric Person Authentication: 5th International Conference, AVBPA 2005, Hilton Rye Town, NY, USA, July 20-22, 2005, Proceedings, pp. 674-682, Berlin: Springer-Verlag, 2005.

[19] D. Maio, D. Maltoni, "Ridge-line density estimation in digital images," in Proc. of the 14th International Conference on Pattern Recognition, Brisbane, Australia, Aug 16-20, 1998, vol. 1, pp. 534-538.
[CrossRef]


[20] Z. M. Kovacs-Vajna, R. Rovatti, M. Frazzoni, "Fingerprint ridge distance computation methodologies," Pattern Recognition, vol. 33, no. 1, pp. 69-80, Jan. 2000.
[CrossRef] [Web of Science Times Cited 39] [SCOPUS Times Cited 53]


[21] Y. Yin, J. Tian, X. Yang, "Ridge distance estimation in fingerprint images: algorithm and performance evaluation," EURASIP Journal on Applied Signal Processing, vol. 2004, no. 4, pp. 495-502, 2004.
[CrossRef] [Web of Science Times Cited 19] [SCOPUS Times Cited 28]


[22] D. Maio, D. Maltoni, R. Cappelli, J. L. Wayman, A. K. Jain, "FVC2002: Second Fingerprint Verification Competition," in Proc. of the 16th International Conference on Pattern Recognition, Quebec, Canada, Aug. 11-15, 2002, vol. 3, pp. 811-814.
[CrossRef]


[23] J. G. Daugman, "Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters," Journal of the Optical Society of America A, vol. 2, no. 7, pp. 1160-1169, Jul. 1985.
[CrossRef] [Web of Science Times Cited 1915] [SCOPUS Times Cited 2371]


[24] A. K. Jain, F. Farrokhnia, "Unsupervised texture segmentation using Gabor filters," Pattern Recognition, vol. 24, no. 12, pp. 1167-1186, Dec. 1991.
[CrossRef] [Web of Science Times Cited 1231] [SCOPUS Times Cited 1538]




References Weight

Web of Science® Citations for all references: 5,210 TCR
SCOPUS® Citations for all references: 6,786 TCR

Web of Science® Average Citations per reference: 208 ACR
SCOPUS® Average Citations per reference: 271 ACR

TCR = Total Citations for References / ACR = Average Citations per Reference

We introduced in 2010 - for the first time in scientific publishing, the term "References Weight", as a quantitative indication of the quality ... Read more

Citations for references updated on 2020-10-22 03:45 in 177 seconds.




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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania


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