An analysis of iriscode

IEEE Transactions on Image Processing

Volumn 19, Issue 2, 2010, Pages 522-532

  Kong, Adams W K ^a   Zhang, David ^b   Kamel, Mohamed S ^c  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^c UNIVERSITY OF WATERLOO   (Canada)

Author keywords

Biometrics; Daugman algorithm; Gabor filter; Iris recognition; Palmprint recognition; Phase

Indexed keywords

BINOMIAL DISTRIBUTION; CODING METHODS; FALSE ACCEPTANCE RATE; GABOR FILTER; GABOR FUNCTION; IRIS RECOGNITION; IRIS RECOGNITION ALGORITHM; IRIS RECOGNITION SYSTEMS; PALMPRINT IDENTIFICATION; PALMPRINT RECOGNITION; PHASE DISTANCE; PHASE PARAMETERS; STEERABLE FILTERS; THEORETICAL FOUNDATIONS;

ANTHROPOMETRY; BIOMETRICS; HAMMING DISTANCE;

CLUSTERING ALGORITHMS;

ALGORITHM; ARTICLE; BIOMETRY; CLUSTER ANALYSIS; HISTOLOGY; HUMAN; IRIS; METHODOLOGY; RECEIVER OPERATING CHARACTERISTIC;

ALGORITHMS; BIOMETRIC IDENTIFICATION; CLUSTER ANALYSIS; HUMANS; IRIS; ROC CURVE;

EID: 76849116000     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2009.2033427     Document Type: Article

References (33)

1. J. G. Daugman, "High confidence visual recognition of persons by a test of statistical independence," IEEE Trans. Pattern Anal. Mach. Intell., vol.15, no.11, pp. 1148-1161, Nov. 1993.
2. J. Daugman, "Howiris recognitionworks," IEEE Trans. Comput., Syst., Video Technol., vol.14, no.1, pp. 21-30, Jan. 2004.
3. J. Daugman, "Probing the uniqueness and randomness of IrisCode: Results from 200 billion iris pair comparisons," Proc. IEEE, vol.94, 2006.
4. J. Daugman, "New methods in iris recognition," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol.37, no.5, pp. 1167-1175, May 2007.
5. E. M. Newton and P. J. Phillips, "Meta-analysis of third-party evaluations of iris recognition," presented at the NISTIR 7440, Aug. 2007.
6. A. W. K. Kong, K. Kong, D. Zhang, and M. Kamel, "Palmprint identification using feature-level fusion," Pattern Recognit., pp. 478-487, 2006.
7. D. Zhang, W. K. Kong, J. You, and M.Wong, "On-line palmprint identification," IEEE Trans. Pattern Anal. Mach. Intell., vol.25, no.9, pp. 1041-1050, Sep. 2003.
8. A. W. K. Kong and D. Zhang, "Competitive coding scheme for palmprint verification," Proc. ICPR, vol.1, pp. 520-523, 2004.
9. Z. Sun, T. Tan, Y. Wang, and S. Z. Li, "Ordinal palmprint representation for personal identification," in Proc. IEEE Computer Society Conf., 2005, vol.1, pp. 279-284.
10. L. Ma, T. Tan, Y. Wang, and D. Zhang, "Efficient iris recognition by characterizing key local variations," IEEE Trans. Image Process., vol.13, no.6, pp. 739-750, Jun. 2004.
11. Z. Sun, T. Tan, and Y. Wang, "Iris recognition based on non-local comparisons," in Lecture Notes in Computer Science. New York: Springer, 2004, vol.3338, pp. 491-497.
12. E. Krichen, M. A. Mellakh, S. Garcia-Salicetti, and B. Dorizzi, "Iris identification using wavelet packets," in Proc. Int. Conf. Pattern Recognition, 2004, vol.4, pp. 226-338.
13. S. I. Noh, K. Bae, Y. Park, and J. Kim, "A novel method to extract features for iris recognition system," in Lecture Notes in Computer Science. New York: Springer, 2003, vol.2688, pp. 861-868.
14. K. Bea, S. Noh, and J. Kim, "Iris feature extraction using independent component analysis," in Lecture Notes in Computer Science. New York: Springer, 2003, vol.2688, pp. 838-844.
15. P. F. Zhang, D. S. Li, and Q. Wang, "A novel iris recognition method based on feature fusion," in Proc. 3rd Int. Conf. Machine Learning and Cybernetics, 2004, pp. 26-29.
16. T. Ea, A. Valentian, F. Rossant, F. Amiel, and A. Amara, "Algorithm implementation for iris identification," in Proc. 48th Midwest Symp. Circuits and Systems, 2005, pp. 1207-1210.
17. C. H. Park, J. J. Lee, S. K. Oh, Y. C. Song, D. H. Choi, and K. H. Park, "Iris feature extraction and matching based on multiscale and directional image representation," in Lecture Notes in Computer Science. New York: Springer, 2004, vol.2695, pp. 576-583.
18. E. Rydgren, T. E. A. F. Amiel, F. Rossant, and A. Amara, "Iris features extraction usingwavelet packets," in Proc. Int. Conf. Image Processing, 2004, vol.2, pp. 861-864.
19. L. Masek, "Recognition of Human Iris Patterns for Biometric Identification," B.S. degree, The Univ. Western Australia, Australia.
20. F. Hao, J. Daugman, and P. Zielinski, "A fast search algorithm for a large fuzzy database," IEEE Trans. Inf. Forensics Security, vol.3, no.2, pp. 203-212, 2008.
21. W. K. Kong and D. Zhang, "Detecting eyelash and reflection for accurate iris segmentation," Int. J. PRAI, vol.17, no.6, pp. 1025-1034, 2003.
22. R. Viveros, K. Balasubramanian, and N. Balakrishnan, "Binomial and negative binomial analogues under correlated Bernoulli trials," The Amer. Statist., vol.48, no.3, pp. 243-247, 1994.
23. R. W. Katz, "Comment on: Binomial and negative binomial analogues under correlated Bernoulli trials," Amer. Statist., vol.49, no.3, 1995.
24. R. M. Bolle, S. Pankanti, J. H. Connell, and N. K. Ratha, "Iris individuality: A partial iris model," in Proc. 17th ICPR, 2004, vol.2, pp. 927-930.
25. S. Lin, An Introduction of Error-Correcting Codes. Upper Saddle River, NJ: Prentice-Hall, 1970.
26. J. Daugman, Personal Communication.
27. C. Sanchez-Avila and R. Sanchez-Reillo, "Two different approaches for iris recognition using Gabor filters and multiscale zero-crossing representation," Pattern Recognit., vol.38, pp. 231-240, 2005.
28. A. W. K. Kong, "Palmprint Identification Based on Generalization of IrisCode," Ph.D. dissertation, University of Waterloo, Waterloo, ON, Canada, 2007.
29. J. R. Matey, O. Naroditsky, K. Hanna, R. Kolczynski, D. J. LoIacono, S. Mangru, M. Tinker, T. M. Zappia, and W. Y. Zhao, "Iris on the move: Acquisition of images for recognition in less constrained environments," Proc. IEEE, vol.94, pp. 1936-1947, 2006.
30. J. L. Wayman, Degrees of Freedom as Related to Biometric Device Performance [Online]. Available: http://www.engr.sjsu.edu/biometrics/ publications-degrees.html
31. W. T. Freeman and E. H. Adelson, "The design and use of steerable filters," IEEE Trans. Pattern Anal. Mach. Intell., vol.13, no.9, pp. 891-906, Sep. 1991.
32. A. Ross and S. Shah, "Segmenting non-ideal irises using geodesic active contours," in Proc. Biometrics Symp., 2006, pp. 1-6.
33. A. W. K. Kong, "An analysis of Gabor detection," in Proc. Int. Conf. Image Analysis and Recognition, 2009, pp. 64-72.