Use of one-dimensional iris signatures to rank iris pattern similarities

Optical Engineering

Volumn 45, Issue 3, 2006, Pages

  Du, Yingzi ^a   Ives, Robert W ^b   Etter, Delores M ^b   Welch, Thad B ^b  

^a Indiana University Purdue University Indianapolis   (United States)

^b UNITED STATES NAVAL ACADEMY   (United States)

Author keywords

Du measurement; Iris pattern; Local texture pattern (LTP); One dimensional iris signature

Indexed keywords

COMPUTATIONAL COMPLEXITY; MATHEMATICAL MODELS; PATTERN RECOGNITION; SPURIOUS SIGNAL NOISE; TEXTURES;

IRIS PATTERN; IRIS SIGNATURE; LOCAL TEXTURE PATTERN (LTP);

IMAGE PROCESSING;

EID: 33748591067     PISSN: 00913286     EISSN: 15602303     Source Type: Journal    
DOI: 10.1117/1.2181140     Document Type: Article

References (35)

1. J. Forrester, A. Dick, P. McMenamin, and W. Lee, The Eye: Basic Sciences in Practice, W.B. Saunders, London (2001).
2. J. Woodward, N. M. Orlans, and P. T. Higgins, Biometrics, McGraw-Hill, Berkeley, CA (2002).
3. Y. Du, R. W. Ives, and D. M. Etter, "Iris recognition," in The Electrical Engineering Handbook, 3rd ed., CRC Press, Boca Raton, FL (2005).
4. R. M. Bolle, J. H. Connell, S. Pankanti, N. K. Ratha, and A. W. Senior, Guide to Biometrics, Springer, New York (2005).
5. R. W. Ives, Y. Du, D. M. Etter, and T. B. Welch, "A multidisciplinary approach to biometrics," IEEE Trans. Educ. (in press).
6. Y. Du, R. W. Ives, D. M. Etter, and T. B. Welch, "Biometric Signal Processing Laboratory," in Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP'04), Vol. 5, pp. 1025-1028 (2004).
7. J. E. Siedlarz, "Iris: more detailed than a fingerprint," IEEE Spectrum 31, 27 (1994).
8. J. Daugman, "High confidence visual recognition of persons by a test of statistical independence," IEEE Trans. Pattern Anal. Mach. Intell. 15(11), 1148-1161 (1993).
9. R. P. Wildes, J. C. Asmuth, G. L. Green, S. C. Hsu, R. J. Kolczynski, J. R. Matey, and S. E. McBride, "A machine vision system for iris recognition," Mach. Vision Appl. 9, 1-8 (1996).
10. W. W. Boles and B. Boashash, "A human identification technique using images of the iris and wavelet transform," IEEE Trans. Signal Process. 46(4), 1185-1188 (1998).
11. Y. Zhu, T. Tan, and Y. Wang, "Biometric personal identification based on iris patterns," in 15th Int. Conf. on Pattern Recognition, Vol. 2, pp. 801-804 (2000).
12. R. Wilds, "Iris recognition," in Biometric Systems, J. Wayman, A. Jain, D. Maltoni, and D. Maio, Eds., pp. 63-95, Springer, London (2005).
13. L. Ma, T. Tan, Y. Wang, and D. Zhang, "Efficient iris recognition by characterizing key local variations," IEEE Trans. Image Process. 13(6), 739-750 (2004).
14. L. Ma, T. Tan, Y. Wang, and D. Zhang, "Personal identification based on iris texture analysis," IEEE Trans. Pattern Anal. Mach. Intell. 25(12), 1519-1533 (2003).
15. J. Daugman, "Statistical richness of visual phase information: update on recognition of persons by iris patterns," Int. J. Comput. Vis. 45(1), 25-38 (2001).
16. J. Daugman, "Demodulation by complex-valued wavelets for stochastic pattern recognition," Int. J. Wavelets Multiresolution Inf. Process. 1(1), 1-17 (2003).
17. CASIA iris image database, http://www.sinobiometrics.com (2005).
18. J. Canny, "A computational approach to edge detection," IEEE Trans. Pattern Anal. Mach. Intell. 8(6), 679-698 (1986).
19. Y. Du, C.-I. Chang, and P. D. Thouin, "An unsupervised approach to color video thresholding," Opt. Eng. 43(2), 282-289 (2004).
20. R. C. Gonzalez and R. E. Woods, Digital Image Processing, 2nd ed., Prentice Hall, Upper Saddle River, NJ (2001).
21. D. H. Ballard, "Generalizing the Hough transform to detect arbitrary shapes," Pattern Recogn. 13(2), 111-122 (1981).
22. Y. Du, C.-I. Chang, and P. D. Thouin, "An automated system for text detection in individual video images," J. Electron. Imaging 12(3), 410-422 (2003).
23. Y. Du, "Text detection and restoration of color video images," PhD Dissertation, Univ. of Maryland, Baltimore County (2003).
24. Y. Du, R. W. Ives, D. M. Etter, T. B. Welch, and C.-I. Chang, "One-dimensional approach to iris recognition," Proc. SPIE 5404, 237-247 (2004).
25. Iridian Technologies, http://www.iridiantech.com/ (May 2005).
26. Y. Du, C.-I. Chang, H. Ren, F. M. D'Amico, and J. Jensen, "A new hyperspectral discrimination measure for spectral similarity," Opt. Eng. 43(8), 1777-1786 (2004).
27. C.-I. Chang, Hyperspectral Imaging Techniques for Spectral Detection and Classification, Kluwer Academic/Plenum Publishers, New York (2003).
28. C.-I. Chang, "An information theoretic-based approach to spectral variability, similarity and discriminability for hyperspectral image analysis," IEEE Trans. Inf. Theory 46(5), 1927-1932 (2000).
29. L. N. Trefethen and D. Bau, Numerical Linear Algebra, Society for Industrial and Applied Mathematics, Philadelphia (1997).
30. T. M. Cover and J. A. Thomas, Elements of Information Theory, 2nd ed., Wiley, Yorktown Heights, NY (1991).
31. P. J. Phillips, M. Hyeonjoon, S. A. Rizvi, and P. J. Rauss, "The FERET evaluation methodology for face-recognition algorithms," IEEE Trans. Pattern Anal. Mach. Intell. 22(10), 1090-1104 (2000).
32. R. Schultz and R. W. Ives, "Biometric data acquisition using MATLAB GUIs and the BioAPI," in Proc. Frontiers in Education Conf. IEEE (2005).
33. Y. Du, B. Bonney, R. Ives, D. Etter, and R. Schultz, "Analysis of partial iris recognition using a 1-D approach," in Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP'05), Vol. 2, pp. 961-964 (2005).
34. Y. Du, R. Ives, B. Bonney, and D. Etter, "Analysis of partial iris recognition," Proc. SPIE 5779, 31-40 (2005).
35. Y. Du, R. W. Ives, D. M. Etter, and T. B. Welch, "One-dimensional iris signature for identification," U.S. Patent pending (2005).