Iris recognition method based on the optimized gabor filters

Proceedings - 2010 3rd International Congress on Image and Signal Processing, CISP 2010

Volumn 4, Issue , 2010, Pages 1868-1872

  Lin, Zhonghua ^a   Lu, Bibo ^a  

^a HENAN POLYTECHNIC UNIVERSITY   (China)

Author keywords

Edge response; Gabor filters; Iris recognition

Indexed keywords

BASIC PRINCIPLES; EDGE RESPONSE; GABOR FILTER; IRIS CODE; IRIS IMAGES; IRIS PATTERNS; IRIS RECOGNITION; MULTI-DIRECTIONAL; RECOGNITION RATES; SUB-BLOCKS;

FORESTRY; HAMMING DISTANCE; OPTIMIZATION; SIGNAL PROCESSING;

BIOMETRICS;

EID: 78650555984     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISP.2010.5647105     Document Type: Conference Paper

References (13)

1. L. Flom, A. Safir. Iris Recognition System. U.S. Patent 4641349, Patent and Trademark Office, Washington, DC,1987.
2. J. Daugman. High confidence visual recognition of persons by a test of statistical independence. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1993, 15(1), pp. 1148-1161
3. J. Daugman. Statistical richness of visual phase information: update on recognizing persons by iris patterns. Int. J. Comput. Vis, 2001, 45(1), pp.25-38
4. J. Daugman. Demodulation by complex-valued wavelets for stochastic pattern recognition. Int. J.Wavelets, Multi-Res. and Info. Processing, 2003, 1(1), pp.1-17
5. R. Wildes, J. Asmuth., G. Green. A machine-vision system for iris recognition. Mach. Vis. Applic, 1996, 9, pp. 1-8
6. R.Wildes. Iris recognition: an emerging biometric technology. Proc. IEEE, 1997, 85(9), pp. 1348-1363.
7. W. Boles, B. Boashash. A human identification technique using images of the iris and wavelet transform. IEEE Transaction on Signal Processing, 1998, 46(4), pp.1185-1188
8. L.Ma, T.Tan, Y.Wang, D.Zhang. Personal Recognition Based on Iris Texture Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence,Vol.25, No.12,pp.1519-1533,2003
9. W. Yuan, L. Xu, Z. Lin. A Novel Iris Recognition Method Based on the Structures and Textures of Irises. Journal of Optoelectronic·Laser, 2006, 17(10), pp. 1250-1254
10. W. Yuan, Z. Lin, L. Xu. A rapid and accurate Iris Localization algorithm. Journal of Optoelectronics·Laser, 2007, 18(6), pp. 729-733
11. N. Petkov and P. Kruizinga. Computational models of visual neurons specialised in the detection of periodic and aperiodic oriented visual stimuli: bar and grating cells. Biological Cybernetics, 76(2), pp. 83-96, 1997
12. P. Kruizinga and N. Petkov. Nonlinear Operator for Oriented Texture. IEEE Transactions on Image Processing, 1999,8(10), pp.1395-1407
13. Institute of Automation, Chinese Academy of Sciences. CASIA Iris Image Database (ver1.0) [DB]. http://www.sinobiometrics.com. 2004