Singular points and minutiae detection in fingerprint images using principal Gabor basis functions

Proceedings of the 2006 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV'06

Volumn 1, Issue , 2006, Pages 29-34

  Lee, Chih Jen ^a   Yang, Tai Ning ^a   Jeng, I Horng ^a   Chen, Chun Jung ^a   Lin, Keng Li ^a  

^a CHINESE CULTURE UNIVERSITY   (Taiwan)

Author keywords

Fingerprint verification; Minutiae detection; Principal Gabor basic functions; Singular points

Indexed keywords

BASIC FUNCTIONS; BASIS FUNCTIONS; FINGERPRINT CLASSIFICATION; FINGERPRINT IMAGES; FINGERPRINT MATCHING; FINGERPRINT VERIFICATION; MINUTIAE DETECTION; POINT EXTRACTION; RIDGE STRUCTURES; SINGULAR POINTS;

BIOMETRICS; COMPUTER VISION;

PATTERN MATCHING;

EID: 79961184693     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. K. Karu and A.K. Jain, "Fingerprint classification," Pattern Recognition, Vol. 29, No. 3, pp. 389-404, 1996.
2. A.K. Jain, L. Hong, and R. Bolle, "On-line fingerprint verification," IEEE Trans. Pattern Analysis Machine Intelligent, Vol. 19, No. 4, pp. 302-314, 1997.
3. J.G. Daugman, "Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters," J. Opt. Soc. Amer. A, Vol. 2, No. 7, pp. 1160-1169, 1985.
4. C.J. Lee and S.D. Wang, "Fingerprint feature extraction using Gabor filters," Electronics Letters, Vol. 35, No. 4, pp. 288-290, 1999.
5. A.K. Jain, S. Prabhakar, L. Hong, and S. Pankanti, "Filterbank-based fingerprint matching," IEEE Trans. Image Processing, Vol. 9, No. 5, pp. 846-859, 2000.
6. C.J. Lee and S.D. Wang, "Fingerprint feature reduction by Gabor basis function," Pattern Recognition, Vol. 34, No. 11, pp. 2245-2248, 2001.
7. C.J. Lee, S.D. Wang, and Kuo-ping Wu, "Fingerprint recognition using the responses of principal Gabor basis functions," Proc. Third International Conference on Information, Communications, and Signal Processing, Singapore, 2001.
8. C.J. Lee and S.D. Wang, "Applying Gabor filters to fingerprint ridge orientation estimation and image enhancement," Proc. The 2002 International Conference on Imaging Science, Systems, and Technology, Las Vegas, USA, 2002.
9. C.J. Lee and S.D. Wang, "Direct core point detection in raw fingerprint images," Proc. The 2002 International Conference on Artificial Intelligence, Las Vegas, USA, 2002.
10. C.J. Lee and T.N. Yang, "Direct minutiae detection in raw fingerprint images," Proc. The 6th IASTED International Conference on Signal and Image Processing, Hawaii, USA, 2004.
11. R.A. Baxter, "SAR image compression with the Gabor transform," IEEE Trans. Geoscience and Remote Sensing, Vol. 37, No. 1, pp. 574-588, 1999.
12. D. Maltoni, R. Cappelli, J.L. Wayman, and A.K. Jain, "FVC2002: Second Fingerprint Verification Competition," Proc. 16th International Conference on Pattern Recognition, Vol. 3, pp. 811-814, 2002.