An automatic algorithm for evaluating the precision of iris segmentation

BTAS 2008 - IEEE 2nd International Conference on Biometrics: Theory, Applications and Systems

Volumn , Issue , 2008, Pages

  Zuo, Jinyu ^a   Schmid, Natalia A ^a  

^a West Virginia University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC ALGORITHMS; FEED-BACK LOOP; HIGH PRECISION; IRIS RECOGNITION; IRIS RECOGNITION SYSTEMS; IRIS SEGMENTATION; MOTION BLUR; NONIDEAL; OUT-OF-FOCUS; PARTIAL AREA; PROCESSING STEPS; QUALITY FACTORS; SEGMENTATION ALGORITHMS; SPECULAR REFLECTIONS;

BIOMETRICS;

ALGORITHMS;

EID: 67549115595     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BTAS.2008.4699358     Document Type: Conference Paper

References (21)

1. H. Proença and L. A. Alexandre, "Iris segmentation methodology for non-cooperative recognition," in IEE Proc. - Vision, Image and Signal Processing, Apr 2006, vol. 153, pp. 199-205.
2. J. Daugman, "High confidence visual recognition of persons by a test of statistical independence," IEEE Trans, on Pattern Analysis and Machine Intelligence, vol. 15, no. 11, pp. 1148-1161, Nov 1993.
3. R. P. Wildes, "Iris recognition: an emerging biometric technology," in Proc. of the IEEE, Sep 1997, vol. 85, pp. 1348-1363.
4. J. Daugman, "Probing the uniqueness and randomness of iriscodes: Results from 200 billion iris pair comparisons," in Proc. of the IEEE, Nov 2006, vol. 94, pp. 1927-1935.
5. V. Dorairaj, N. A. Schmid, and G. Fahmy, "Performance evaluation of non-ideal iris based recognition system implementing global ICA encoding," in Proc. of 2005 IEEE Inter. Conf. on Image Processing (ICIP'05), 2005, vol. 3, pp. 285-288.
6. C. L. Fancourt, L. Bogoni, K. J. Hanna, Y. Guo, R. P. Wildes, N. Takahashi, and U. Jain, "Iris recognition at a distance.," in Proc. of Inter. Conf. on Audio- and Video-based Biometric Person Authentication AVBPA'05, 2005, pp. 1-13.
7. C. N. Chun and R. Chung, "Iris recognition for iris tilted in depth," in Proc. of the Intern. Conf. On Computer Analysis of Images and Patters, Aug 2003, pp. 530-539.
8. Y. Du, R. Ives, B. Bonney, and D. Etter, "Analysis of partial iris recognition," in SPIE 5779: Biometric Technology for Human Identification II, Mar 2005, pp. 31-40.
9. J. R. Matey, O. Naroditsky, K. Hanna, R. Kolczynski, D. J. Lolacono, S. Mangru, M. Tinker, T. M. Zappia, and W. Y. Zhao, "Iris on the move: Acquisition of images for iris recognition in less constrained environments," in Proc. of the IEEE, Nov 2006, vol. 94, pp. 1936-1947.
10. National Institute of Standards and Technology (NIST), "Biometric quality workshop," http: //www.it1.nist.gov/iad/894.03/quality/workshop/ index.html.
11. National Institute of Standards and Technology (NIST), "Biometric quality workshop ii," http://www.itl.nist.gov/iad/89 〈http://4.03/ quality/workshop0 7/index.html〉.
12. N. D. Kalka, J. Zuo, N. A. Schmid, and B. Cukic, "Image quality assessment for iris biometric," in Proc. of 2006 SPIE Conf. on Biometric Technology for Human Identification III, Apr 2006, vol. 6202, pp. 62020D-1 - 62020D-11.
13. X. Zhu, Y. Liu, X. Ming, and Q. Cui, "A quality evaluation method of iris images sequence based on wavelet coefficients in "region of interest"," in CIT '04: Proceedings of the The Fourth International Conference on Computer and Information Technology, Washington, DC, USA, 2004, pp. 24-27, IEEE Computer Society.
14. Y. Chen, S. Dass, and A. Jain, "Localized iris quality using 2-D wavelets," in Proc. of Advances in Biometrics, International Conference ICB'06, 2006, pp. 373-381, Hong Kong, China.
15. J. Daugman, "How iris recognition works," IEEE Trans. Circuits and Syst. for Video Tech., vol. 14, no. 1, pp. 21-30, Jan 2004.
16. C. S. Belcher and Y. Du, "Information distance based selective feature clarity measure for iris recognition," in SPIE 6494: Electronic Imaging, Jan 2007, pp. 64940E1-E12.
17. J. Zuo, N. D. Kalka, and N. A. Schmid, "A robust iris segmentation procedure for unconstrained subject presentation," in Proc. of Biometric Consortium Conference 2006 (BCC'2006), Maryland, USA, Sep 2006.
18. Center for Biometric Authentication and Testing, Institute of Automation, Chinese Academy of Sciences, China, "CASIA iris database (ver. 3.0)," http://www.cbsr.ia.ac.cn/english/Iris%20Dat abases.asp.
19. X. Liu, K. W. Bowyer, and P. J. Flynn, "Experiments with an improved iris segmentation algorithm," in Proc. of 4th IEEE Workshop on Automatic Identification Advanced Technologies (AutoID), 2005, pp. 118-123.
20. S. Crihalmeanu, A. Ross, R. Govindarajan, L. Hornak, and S. Schuck- ers, "A centralized web-enabled multimodal biometric database," in Proc. of Biometric Consortium Conference 2004 (BCC'2004), Virginia, USA, Sep 2004.
21. Center for Identification Technology Research (CITeR), 'West Virginia University Off-angle Iris Database," http://www.citer.wvu.edu/.