A method of fingerprint identification based on space invariant transforms and support vector machines

International Conference on Machine Learning and Cybernetics

Volumn 3, Issue , 2003, Pages 1322-1327

  He, Yang ^a   Ou, Zong Ying ^a   Guo, Hao ^a  

^a DALIAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Fingerprint identification; Fourier Mellin transform; Space invariant transforms; Support vector machine (SVM)

Indexed keywords

ALGORITHMS; FAST FOURIER TRANSFORMS; FREQUENCY DOMAIN ANALYSIS; IMAGE ANALYSIS; LEARNING SYSTEMS; POLYNOMIALS; RADIAL BASIS FUNCTION NETWORKS; VECTORS;

FINGERPRINT IDENTIFICATION; FOURIER-MELLIN TRANSFORMS; SPACE INVARIANT TRANSFORMS; SUPPORT VECTOR MACHINES (SVM);

PATTERN RECOGNITION;

EID: 1542285992     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. H.C.Lee and R.E.Gaensslen. Advances in Fingerprint Technology. New York, NY: Elsevier, 1991
2. Salil Prabhakar. Fingerprint classification and matching using a filterbank. Ph.D. Thesis, 2001
3. A.K.Jain, A.Ross, and S.Prabhakar. Fingerprint Matching Using Minutiae and Texture Features. To appear in the International Conference on Image Processing(ICIP),Greece, 2001: 7-10, October 2001
4. Sibbald. Method and Apparatus for Fingerprint characterization and Recognition Using Autocorrelation Pattern. US Patent 5633947, 1997
5. Mathematics handbook, higher education publishing company, 1979
6. Vapnic, V. Statistical learning theory [M]. New York: Wiley, 1998
7. M.K.HU. Visual Pattern recognition by Moment invariants , IEEE trans. Info. Theory, Vol, IT-8, 1962: 179-187
8. J Wood. Invariant Pattern Recognition: A Review[J]. Pattern Recognition, 29(1): 1-17, 1996
9. D.Maio, D.Maltoni, R.Cappelli, J.L.Wayman, A.K.Jain. FVC2000:fingerprint verification competition. Pattern Analysis and Machine Intelligence, IEEE Transactions on, Volume: 24 Issue: 3: 402 -412, Mar 2002
10. Sujan,A.Vivek,Mulqueen,P.Michael. Fingerprint Identification using space invariant transforms. Pattern Recognition Letters, Volume: 23, Issue: 5: 609-619, March, 2002
11. G.J.Tomko. Method and Apparatus for Fingerprint Verification. Us Patent 4876725, 1989
12. C.W.Hsu, C.J.Lin. A comparison of methods for multi-class support vector machines . IEEE Transaction on Neural Networks 13(2):415-425, 2002
13. Bebis, G., Deaconu, T. Georgiopoulos, M., 1999. Fingerprint identification using Delaunay triangulation. In: Proc. Internat. Conf. on Information Intelligence and Systems, 99:452-459, 1999
14. Martinez, A.L.P., 1999. Identi.cation of individuals using fingerprints by linguistic descriptions fuzzy comparison. In: Proc. IEEE 33rd Annual Internat. Carnahan Conference on Security Technology, 99: 227-232, 1999
15. N. Cristianini, J. Shawe-taylor, Support Vector Machines, Cambridge University Press, Cambridge, 2000
16. Proceedings of Computer Vision and Pattern Recognition, IEEE Computer Society, Los Alamos, 2000
17. Poularikas, A.D. The Handbook of Formulas and Tables for Signal Processing. CRC Press and IEEE Press, Boca Raton, New York. USA, Vol.3962, 1998
18. Ruanaidh, J.O., Pun, T. Rotation, scale and translation invariant digital image watermarking. In: Proc. IEEE Internat. Conf. on Image Processing 1997 (ICIP'97), Santa Barbara, CA, USA, Vol. 1: 536-539, 1997