Iris recognition by local extremum points of multiscale Taylor expansion

Pattern Recognition

Volumn 42, Issue 9, 2009, Pages 1869-1877

  Bastys, A ^a   Kranauskas, J ^a   Masiulis, R ^a  

^a VILNIUS UNIVERSITY   (Lithuania)

Author keywords

Iris; Local features; Recognition; Segmentation; Similarity; Verification; Warping

Indexed keywords

IRIS; LOCAL FEATURES; RECOGNITION; SEGMENTATION; SIMILARITY; WARPING;

BIOMETRICS; TEXTURES; WEAVING;

IMAGE MATCHING;

EID: 67349155992     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2008.12.004     Document Type: Article

References (34)

1. J. Daugman, C. Dowing, Epigenetic randomness, complexity, and singularity of human iris patterns, Proceedings of the Royal Society, B-Biological Sciences 268 (1477) (2001) 1737-1740.
2. Daugman J. Statistical richness of visual phase information: update on recognizing persons by iris patterns. International Journal of Computer Vision 45 1 (2001) 25-38
3. Daugman J. High confidence visual recognition of persons by a test of statistical independence. IEEE Transactions on Pattern Analysis and Machine Intelligence 15 11 (1993) 1148-1161
4. J. Daugman, Results from 200 billion iris cross-comparisons, Technical Report UCAM-CL-TR-635 ISSN 1476-2986, 〈http://www.cl.cam.ac.uk/techreports/UCAM-CL-TR-635.pdf〉, 2005.
5. Aoptix, Breakthrough in iris recognition, 〈http://www.aoptix.com/pdf/BreakthroughBio.pdf〉, 2007.
6. Daugman J. Demodulation by complex valued wavelets for stochastic pattern recognition. International Journal of Wavelets, Multiresolution and Information Processing 1 1 (2003) 1-17
7. K. Miyazawa, K. Ito, T. Aoki, K. Kobayashi, H. Nakajima, A phase-based iris recognition algorithm, in: Lecture Notes in Computer Science, 2005.
8. Daugman J. New methods in iris recognition. IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics 37 5 (2007) 1167-1175
9. Boles W., and Boashash B. A human identification technique using images of the iris and wavelet transform. IEEE Transactions on Signal Processing 46 (1998) 1185-1188
10. Sanchez-Avila C., and Sanchez-Reillo R. Iris-based biometric recognition using dyadic wavelet transform. IEEE Aerospace and Electronic Systems Magazine 17 (2002) 3-6
11. Monro D.M., Rakshit S., and Zhang D. DCT-based iris recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence 29 4 (2007) 586-595
12. Wildes R., Asmuth J., Green G., Hsu S., Kolczynski R., Matey J., and McBride S. A machine-vision system for iris recognition. Machine Vision and Applications 9 (1996) 1-8
13. Y. Zhu, T. Tan, Y. Wang, Biometric personal identification based on iris patterns, in: Proceedings of International Conference Pattern Recognition, vol. II, 2000, pp. 805-808.
14. Lim S., Lee K., Byeon O., and Kim T. Efficient iris recognition through improvement of feature vector and classifier. ETRI Journal 23 2 (2001) 1-70
15. Yu L., Wang K., Wang C., and Zhang D. Multiscale wavelet texture based iris verification. Proceedings of the International Conference on Wavelet Analysis and Its Applications (WAA) 1 (2003) 200-205
16. C. Park, J. Lee, M. Smith, K. Park, Iris-based personal authentication using a normalized directional energy feature, in: Proceedings of the Fourth International Conference Audio- and Video-Based Biometric Person Authentication, 2003, pp. 224-232.
17. Logan Jr. B.F. Information in the zero crossings of bandpass signals. Bell System Technical Journal 56 (1977) 487-510
18. Mallat S. Zero-crossing of wavelet transform. IEEE transactions on information theory 37 4 (1991) 1019-1033
19. S. Curtis, J. Lim, A. Oppenheim, Signal reconstruction from one bit of Fourier transform phase, Acoustics, Speech, and Signal Processing, in: IEEE International Conference on ICASSP, 1984, pp. 487-490.
20. Kruskal J.B., and Liberman M. The symmetric time-warping problem: from continuous to discrete. In: Sankoff D., and Kruskal J.B. (Eds). Time Warps, String Edits, and Macromolecules: The Theory and Practice of Sequence Comparison (1983), Addison-Wesley, Reading, MA
21. H. Sahbi, N. Boujemaa, Robust matching by dynamic space warping for accurate face recognition, in: Proceedings of the 2001 International Conference on Image Processing, vol. 1, 2001, pp. 1010-1013.
22. G.J. Tonge, The television scanning process, SMPTE Journal, July 1984, pp. 657-666.
23. Chinese Academy of Sciences-Institute of Automation Iris Database 1.0, available online at: 〈http://www.sinobiometrics.com〉, 2003.
24. National Institute of Science and Technology (NIST), Iris Challenge Evaluation. 〈http://iris.nist.gov/ICE〉, 2005.
25. Metz C.E. Basic principles of ROC analysis. Seminars in Nuclear Medicine 8 (1978) 283-298
26. J. Daugman, Flat ROC Curves, Steep Predictive Quality Metrics: Response to NISTIR-7440 and FRVT/ICE2006 Reports, 〈http://www.cl.cam.ac.uk/jgd1000/Response_2_NIST_7440.pdf〉, 2007.
27. K. Bae, S. Noh, J. Kim, Iris feature extraction using independent component analysis, in: Proceedings of the Fourth International Conference Audio- and Video-Based Biometric Person Authentication, 2003, pp. 838-844.
28. L. Ma, Person identification based on iris recognition, Ph.D. Dissertation, Institute of Automation, Chinese Academy of Sciences, Beijing, China, June 2003.
29. Ma L., Tan T., Wang Y., and Zhang D. Efficient iris recognition by characterizing key local variations. IEEE Transactions on Image Processing 13 6 (2004)
30. P. Yao, J. Li, X. Ye, Z. Zhuang, B. Li, Analysis and improvement of an iris identification algorithm, in: 18th International Conference on Pattern Recognition (ICPR'06), vol. 4, 2006, pp. 362-365.
31. P. Yao, J. Li, X. Ye, Z. Zhuang, B. Li, Iris recognition algorithm using modified Log-Gabor filters, in: 18th International Conference on Pattern Recognition (ICPR'06), vol. 4, 2006, pp. 461-464.
32. Miyazawa K., Ito K., Aoki T., Kobayashi K., and Nakajima H. An efficient iris recognition algorithm using phase-based image matching. IEEE International Conference on Image Processing 2 (2005) 49-52
33. Phillips P.J., Bowyer K.W., and Flynn P.J. Comments on the CASIA version 1.0 iris data set. IEEE Transactions on Pattern Analysis and Machine Intelligence 29 10 (2007) 1869-1870
34. Chinese Academy of Sciences-Institute of Automation Iris Database 3.0, available online at: 〈http://www.cbsr.ia.ac.cn/IrisDatabase.htm〉, 2005.