Fingerprint orientation field reconstruction by weighted discrete cosine transform

Information Sciences

Volumn 268, Issue , 2014, Pages 65-77

  Liu, Manhua ^a   Liu, Shuxin ^b   Zhao, Qijun ^c  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

^b MINNAN NORMAL UNIVERSITY   (China)

^c SICHUAN UNIVERSITY   (China)

Author keywords

Discrete cosine transform; Fingerprint recognition; Orientation field; Orientation field reconstruction

Indexed keywords

DISCRETE COSINE TRANSFORMS; PATTERN RECOGNITION; WAVE EFFECTS;

DISCRETE COSINE TRANSFORM(DCT); FINGERPRINT ORIENTATION FIELDS; FINGERPRINT RECOGNITION; LINEAR REPRESENTATION; ORIENTATION ESTIMATION; ORIENTATION FIELDS; RECONSTRUCTION ACCURACY; TOPOLOGICAL STRUCTURE;

ITERATIVE METHODS;

EID: 84897091452     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2013.08.022     Document Type: Article

References (37)

1. A.M. Bazen, S.H. Gerez, Segmentation of fingerprint images, in: Proc. ProRISC2001, 12th Annual Workshop Circuits, Systems and Signal Processing, November 2001.
2. A.M. Bazen, and S.H. Gerez Systematic methods for the computation of the directional fields and singular points of fingerprints IEEE Transactions on Pattern Analysis and Machine Intelligence 24 7 2002 905 919
3. R. Cappelli, A. Lumini, D. Maio, and D. Maltoni Fingerprint classification by directional image partitioning IEEE Transactions on Pattern Analysis and Machine Intelligence 21 5 1999 402 421
4. W. Chen, J. Lee, W. Han, C. Shih, and K. Chang Iris recognition based on bidimensional empirical mode decomposition and fractal dimension Information Sciences 221 2013 439 451
5. J. Connolly, E. Granger, and R. Sabourin An adaptive classification system for video-based face recognition Information Sciences 192 2012 50 70
6. S.C. Dass Markov random field models for directional field and singularity extraction in fingerprint images IEEE Transactions on Image Processing 13 10 2004 1358 1367
7. M.J. Donahue, and S.I. Rokhlin On the use of level curves in image analysis Image Understanding 57 2 1993 185 203
8. C. Feher, Y. Elovici, R. Moskovitch, L. Rokach, and A. Schclar User identity verification via mouse dynamics Information Sciences 201 2012 19 36
9. M.D. Garris, C.I. Watson, R.M. McCabe, and C.L. Wilson User's guide to NIST fingerprint image software (NIST) National Institute of Science and Technology 2001
10. J. Gu, J. Zhou, and D. Zhang A combination model for orientation field of fingerprints Pattern Recognition 37 3 2004 543 553
11. U. Hallici, and G. Ongun Fingerprint classification through self-organizing feature maps modified to treat uncertainties Proceedings of the IEEE 84 10 1996 1497 1512
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
13. S. Huckemann, T. Hotz, and A. Munk Global models for the orientation field of fingerprints: an approach based on quadratic differentials IEEE Transactions on Pattern Analysis and Machine Intelligence 30 9 2008 1507 1519
14. A.K. Jain, J. Feng, and K. Nandarkumar Fingerprint matching IEEE Computer 43 2 2010 36 44
15. X. Jiang On orientation and anisotropy estimation for online fingerprint authentication IEEE Transactions on Signal Processing 53 10 2005 4038 4049
16. X. Jiang, M. Liu, and A.C. Kot Fingerprint retrieval for identification IEEE Transactions on Information Forensics and Security 1 4 2006 532 542
17. S. Jirachaweng, Z. Hou, W. Yau, and V. Areekul Residual orientation modeling for fingerprint enhancement and singular point detection Pattern Recognition 44 2 2011 431 442
18. K. Karu, and A.K. Jain Fingerprint classification Pattern Recognition 29 3 1996 389 404
19. H. Li, J. Zhang, and Z. Zhang Generating cancelable palmprint templates via coupled nonlinear dynamic filters and multiple orientation palmcodes Information Sciences 180 20 2010 3876 3893
20. J. Li, W. Yau, and H. Wang Constrained nonlinear models of fingerprint orientations with prediction Pattern Recognition 39 1 2006 102 114
21. M. Liu, X.D. Jiang, and A.C. Kot Fingerprint reference point detection EURASIP Journal on Applied Signal Processing 2005 4 2005 498 509
22. M. Liu, X. Jiang, and A.C. Kot Efficient fingerprint search based on database clustering Pattern Recognition 40 6 2007 1793 1803
23. M. Liu, and P.T. Yap Invariant representation of orientation fields for fingerprint indexing Pattern Recognition 45 7 2012 2532 2542
24. S. Liu, M. Liu, Fingerprint orientation modeling by sparse coding, in: Proceedings of the 5th IAPR International Conference on Biometrics, New Delhi, India, March 29-April 1, 2012, pp. 176-181.
25. D. Maio, D. Maltoni, R. Cappelli, J.L. Wayman, and A.K. Jain FVC2000, fingerprint verification competition IEEE Transactions on Pattern Analysis and Machine Intelligence 24 3 2002 402 412
26. D. Maio, D. Maltoni, R. Cappelli, J.L. Wayman, A.K. Jain, FVC2002: Second fingerprint verification competition, in: Proceedings of the 16th International Conference of Pattern Recognition, vol. 3, Quebec City, Canada, August 2002, pp. 811-814.
27. D. Maltoni, D. Maio, A.K. Jain, and A. Prabhakar Handbook of Fingerprint Recognition 2003 Springer New York
28. P. Melin, D. Snchez, and O. Castillo Genetic optimization of modular neural networks with fuzzy response integration for human recognition Information Sciences 197 2012 1 19
29. K. Nagaty Fingerprints classification using artificial neural networks: a combined structural and statistical approach Neural Networks 14 2001 1293 1305
30. K. Nilsson, and J. Bigun Localization of corresponding points in fingerprints by complex filtering Pattern Recognition Letters 24 2003 2135 2144
31. S. Ram, H. Bischof, and J. Birchbauer Modelling fingerprint ridge orientation using Legendre polynomials Pattern Recognition 43 2010 342 357
32. B.G. Sherlock, and D.M. Monro A model for interpreting fingerprint topology Pattern Recognition 26 7 1993 1047 1993
33. J. Starck, M. Elad, and D. Donoho Image decomposition via the combination of sparse representations and a variational approach IEEE Transactions on Image Processing 14 10 2005 1570 1582
34. P.R. Vizcaya, and L.A. Gerhardt A nonlinear orientation model for global description of fingerprints Pattern Recognition 29 7 1996 1221 1231
35. Y. Wang, and J. Hu Global ridge orientation modeling for partial fingerprint identification IEEE Transactions on Pattern Analysis and Machine Intelligence 33 1 2011 72 87
36. Y. Wang, J. Hu, and D. Phillips A fingerprint orientation model based on 2D Fourier expansion (FOMFE) and its application to singular-point detection and fingerprint indexing IEEE Transactions on Pattern Analysis and Machine Intelligence 29 4 2007 573 585
37. C.I. Watson, C.L. Wilson, NIST Special Database 4, Fingerprint Database. National Institute of Standards and Technology, Technical report, March 1992.