Improved fingerprint identification using directional filter banks

Proceedings - INMIC 2003: IEEE 7th International Multi Topic Conference

Volumn , Issue , 2003, Pages 49-54

  Khan, M A ^a,b   Khan, M K ^b  

^a CAPITAL UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Pakistan)

^b INTERNATIONAL ISLAMIC UNIVERSITY   (Pakistan)

Author keywords

Bifurcation; Channel bank filters; Data analysis; Discrete transforms; Filter bank; Filtering; Fingerprint recognition; Fingers; Gabor filters; Image matching

Indexed keywords

BIFURCATION (MATHEMATICS); DATA REDUCTION; FILTER BANKS; FILTRATION; GABOR FILTERS; IMAGE MATCHING; PALMPRINT RECOGNITION; PATTERN RECOGNITION;

CHANNEL BANK FILTERS; DIRECTIONAL FILTER BANKS; DISCRETE TRANSFORMS; FINGERPRINT ENHANCEMENT; FINGERPRINT IDENTIFICATION; FINGERPRINT RECOGNITION; FINGERS; SYNTHETIC REPRESENTATIONS;

IMAGE SEGMENTATION;

EID: 50249163062     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INMIC.2003.1416614     Document Type: Conference Paper

References (11)

1. S. Sarbadhikari, J. Basak, S. Pal, And M. Kundu, "Noisy Fingerprints classification with directional FFT based features using MLP," Neural Computing and Applications, Vol.7, No. 2, pp. 180-191, 1998.
2. Sherlock, B. G. "Fingerprint Enhancement by Directional Fourier Filtering", IEE Proc. Vis. Image Signal Process, vol. 141, no.2, pp. 87-94, 1994.
3. Hong, L., Wan, Y. and Jain, A. "Fingerprint Image Enhancement Algorithm and Performance Evaluation", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 20, no. 8, pp. 777-789, 1998.
4. Bamberger, R.H. "The Directional Filter Bank: A Multirate Filter Bank for the Directional Decomposition of Images, PhD thesis, Georgia Institute of Technology, Nov 1990
5. Sang-il Park, "New Directional Filter Banks and Their Application in Image Processing", Phd thesis, Georgia Institute of Technology, Nov 1999
6. Sang Keun Oh, Joon Jae Lee, Chul Hyun Park, Bum Soo Kim, "New Fingerprint Image Enhancement Using Directional Filter Bank", Journal of WSCG, vol. 11, No 1, ISSN 1213-6972, Czech Republic. Feb 3-7,
7. Tsuhan Chen and P. P. Vaidyanathan, "Multidimensional multirate filters and filter banks derived from one-dimensional filters," IEEE Trans. on Signal Processing, vol. 41, no. 5, May 1993.
8. R. H. Bamberger and M. J. T. Smith, "A filter bank for the directional decomposition of images: theory and design," IEEE Trans. on Signal Processing, vol. 40, pp. 882-893, April 1992.
9. R. Ansari and S. H. Lee, "Two dimensional multirate processing on non-rectangular grids: theory and filtering procedures," IEEE Trans. Circuit Systems.
10. E. P. Viscito and J. P. Allebach, "The analysis and design of multidimensional FIR perfect reconstruction filter banks for arbitrary sampling lattices," IEEE Trans. Circuit Systems, vol. 38, pp. 29-41, Jan 1991.
11. R. M. Mersereau and T. C. Speake, "The processing of periodically sampled multidimensional signals," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-31, pp. 188-194, Feb. 1983.