Adaptive boosted spectral filtering for progressive fingerprint enhancement

Pattern Recognition

Volumn 46, Issue 9, 2013, Pages 2465-2486

  Sutthiwichaiporn, Prawit ^a   Areekul, Vutipong ^a  

^a KASETSART UNIVERSITY   (Thailand)

Author keywords

Adaptive boosted spectral filtering; Gaussian matched Filtering; Iterative feedback fingerprint enhancement; Progressive fingerprint enhancement

Indexed keywords

CONTEXTUAL INFORMATION; ENHANCEMENT ALGORITHMS; FINGERPRINT ENHANCEMENT; FINGERPRINT RECOGNITION SYSTEMS; FINGERPRINT VERIFICATION; FREQUENCY-DOMAIN APPROACH; PROGRESSIVE ENHANCEMENT; SPECTRAL FILTERING;

ALGORITHMS; CHARACTER RECOGNITION; FREQUENCY DOMAIN ANALYSIS; GAUSSIAN DISTRIBUTION; MATCHED FILTERS;

ITERATIVE METHODS;

EID: 84876698276     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2013.02.002     Document Type: Article

References (34)

1. C. Arcelli, and G.S.D. Baja A width independent fast thinning algorithm IEEE Transactions on Pattern Analysis Machine Intelligence 4 7 1984 463 474
2. A. Almansa, and T. Lindeberg Fingerprint enhancement by shape adaptation of scale-space operators with automatic scale selection IEEE Transactions on Image Processing 9 12 2000 2027 2042
3. V. Areekul, U. Watchareeruetai, K. Suppasriwasuseth, and S. Tantaratana Separable Gabor filter realization for fast fingerprint enhancement Proceedings of IEEE International Conference on Image Processing 2005 253 256 (Pubitemid 44479465)
4. R. Cappelli, D. Maltoni, and F. Turroni Fingerprint Enhancement using Contextual Iterative Filtering Proceedings of the 5th International Conference on Biometrics 2012 152 157
5. J.G. Cheng, and J. Tian Fingerprint enhancement with dyadic scale-space Pattern Recognition Letters 25 2004 1273 1284 (Pubitemid 41161767)
6. S. Chikkerur, A.N. Cartwright, and V. Govindaraju Fingerprint enhancement using STFT analysis Pattern Recognition 40 1 2007 198 211 (Pubitemid 44486287)
7. [FVC2000] The 1st Fingerprint Verification Competition, 〈http://bias.csr.unibo.it/fvc2000/〉.
8. [FVC2002] The 2nd Fingerprint Verification Competition, 〈http://bias.csr.unibo.it/fvc2002/〉.
9. [FVC2004] The 3rd Fingerprint Verification Competition, 〈http://bias.csr.unibo.it/fvc2004/〉.
10. [FVC2006] The 4th Fingerprint Verification Competition, 〈http://bias.csr.unibo.it/fvc2006/〉.
11. Y. He, J. Tian, X. Luo, and T. Zhang Image enhancement and minutiae matching in fingerprint verification Pattern Recognition Letters 24 2003 1349 1360 (Pubitemid 36225846)
12. L. Hong, Y. Wan, and A.K. Jain Fingerprint image enhancement: algorithm and performance evaluation IEEE Transactions on Pattern Analysis and Machine Intelligence 20 8 1998 777 789 (Pubitemid 128741341)
13. Z. Hou, W.Y. Yau, N.L. Than, and W. Tang Complementary variance energy for fingerprint segmentation Proceedings of the 14th International Conference on Advances in Multimedia Modeling 2008 113 122 (Pubitemid 351153137)
14. C.T. Hsieh, E. Lai, and Y.C. Wang An effective algorithm for fingerprint image enhancement based on wavelet transform Pattern Recognition 36 2 2003 303 312
15. H. Fronthaler, K. Kollreider, and J. Bigun Local features for enhancement and minutiae extraction in fingerprints IEEE Transactions on. Image Processing 17 3 2008 354 363 (Pubitemid 351386295)
16. rd ed. 2007 Prentice hall
17. C. Gottschlich Curved-region-based ridge frequency estimation and curved Gabor filters for fingerprint image enhancement IEEE Transactions on Image Processing 21 4 2012 2220 2227
18. S. Greenberg, M. Aladjem, and D. Kogan Fingerprint image enhancement using filtering techniques Real-Time Imaging 8 3 2002 227 236
19. S. Jirachaweng, and V. Areekul Fingerprint enhancement based on discrete cosine transform Proceedings of the International Conference on Biometrics 2007 96 105
20. S. Jirachaweng, T. Leelasawassuk, and V. Areekul Performance and computational complexity comparison of block-based fingerprint enhancement Proceedings of the International Conference on Biometrics 2009 656 665
21. S. Jirachaweng, Performance Improvement on Enhancement, Orientation Modeling, and Matching of Fingerprint, Doctor of Engineering Thesis, Graduate School, Kasetsart University, Bangkok, Thailand, 2010.
22. S. Jirachaweng, Z. Hou, J. Li, W.Y. Yau, and V. Areekul Residual orientation modeling for fingerprint enhancement and singular point detection Pattern Recognition 44 2 2011 431 442
23. T. Kamei, and M. Mizoguchi Image filter design for fingerprint enhancement Proceedings of International Symposium on Computer Vision 1995 109 114
24. nd ed. 2009 Springer
25. M.A. Oliveira, and N.J. Leite A multiscale-directional operator and morphological tools for reconnecting broken ridges in fingerprint images Pattern Recognition 41 1 2008 367 377 (Pubitemid 47284214)
26. S. Ram, H. Bischof, and J. Birchbauer Modeling fingerprint ridge orientation using Legendre polynomials Pattern Recognition 43 1 2010 342 357
27. B.G. Sherlock, D.M. Monro, and K. Millard Fingerprint Enhancement by Directional Fourier Filtering Visual Image Signal Process 141 1994 87 94
28. P. Sutthiwichaiporn, V. Areekul, and S. Jirachaweng Iterative fingerprint enhancement with matched filtering and quality diffusion in spatial-frequency domain Proceedings of Internatioanl Conference on Pattern Recognition 2010 1257 1260
29. S. Wang, and Y. Wang Fingerprint enhancement in the singular point area IEEE Signal Processing Letters 11 1 2004 16 19
30. W. Wang, J. Li, F. Huang, and H. Feng Design and implementation of Log-Gabor filter in fingerprint image enhancement Pattern Recognition Letters 29 3 2008 301 308 (Pubitemid 350250912)
31. C.I. Watson, G.T. Candela, P.J. Grother, Comparison of fft fingerprint filtering methods for neural network classification, Tech. Report: NIST TR 5493, Sept. 1994.
32. A.J. Willis, and L. Myers A cost - effective fingerprint recognition system for use with low-quality prints and damaged fingertips Pattern Recognition 34 2 2001 255 270 (Pubitemid 32871872)
33. J. Yang, L. Liu, T. Jiang, and Y. Fan A modified Gabor filter design method for fingerprint image enhancement Pattern Recognition Letters 24 12 2003 1805 1817 (Pubitemid 36558002)
34. J. Yang, N. Xiong, and A.V. Vasilakos Two-stage enhancement scheme for low-quality fingerprint images by learning form the images, IEEE Trans. Systems Man, and Cybernetics-Part C: Applications and Reviews 99 2012 1 14