Detection of contact-lens-based iris biometric spoofs using stereo imaging

Proceedings of the Annual Hawaii International Conference on System Sciences

Volumn , Issue , 2013, Pages 1763-1772

  Hughes, Ken ^a   Bowyer, Kevin W ^b  

^a UNIVERSITY OF THE PACIFIC   (United States)

^b University of Notre Dame   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONVEX SURFACES; IRIS BIOMETRICS; MANUFACTURING TECHNIQUES; MANUFACTURING TECHNOLOGIES; PLANAR SURFACE; PROOF OF CONCEPT; SEQUENCE OF IMAGES; TEXTURE PATTERNS;

BIOMETRICS; CONTACT LENSES; MANUFACTURE; SYSTEMS SCIENCE; TEXTURES;

COSMETICS;

EID: 84875486297     PISSN: 15301605     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HICSS.2013.172     Document Type: Conference Paper

References (25)

1. J. G. Daugman, "Biometric Personal Identification System Based on Iris Analysis", US Patent # 5,291,560, March 1, 1994.
2. J. Daugman, "How Iris Recognition Works", IEEE Transactions on Circuits and Systems for Video Technology 14 (1), Jan. 2004, 21-30.
3. K.W. Bowyer, K. Hollingsworth, and P. Flynn. "Image Understanding for Iris Biometrics: A Survey". Computer Vision and Image Understanding 110 (2), 2008, 281-307.
4. M.J. Burge and K.W. Bowyer, Eds., Handbook of Iris Recognition, Springer, 2013. ISBN 978-1-4471-4401-4
5. A. N. Al-Raisi and A. M. Al-Khouri. "Iris recognition and the challenge of homeland and border control security in UAE," Telematics and Informatics 25, 2005, 117-132.
6. J. Daugman, "Probing the Uniqueness and Randomness of IrisCodes: Results From 200 Billion Iris Pair Comparisons", Proceedings of the IEEE 94 (11), Nov. 2006, 1927-1935.
7. J.J. Romero, "India's Big Bet on Identity," IEEE Spectrum, March 2012. http://spectrum.ieee.org/computing/software/indias-bigbet-on- identity
8. K. Ricanek, "Dissecting the human identity," Computer, January 2011, 96-97.
9. S. E. Baker, A. Hentz, K. W. Bowyer, and P. J. Flynn, "Degradation of Iris Recognition Performance Due to Non-Cosmetic Prescription Contact Lenses," Computer Vision and Image Understanding 114 (9), Sept. 2010, 1030-1044.
10. J. Daugman, "Demodulation by Complex-Valued Wavelets for Stochastic Pattern Recognition", International Journal of Wavelets, Multiresolution and Information processing 1 (1), 2003.
11. K. Park, "Robust Fake Iris Detection", in F.J. Perales and R.B. Fisher (Eds.): AMDO 2006, LNCS 4069, pp. 10 - 18, 2006.
12. X. He, Y. Lu, and P. Shi, "A New Fake Iris Detection Method". Advances in Biometrics: Lecture Notes in Computer Science #5558, 2009, 1132-1139.
13. X. He, X. An, P. Shi, "Statistical texture analysis based pproach for fake iris detection using support vector machine". Advances in Biometrics: Lecture Notes in Computer Science #4642, 2007, 540-546.
14. Z. He, Z. Sun, T. Tan, and Z. Wei, "Efficient Iris Spoof Detection via Boosted Local Binary Patterns". Advances in Biometrics: Lecture Notes in Computer Science #5558, 2009, 1080-1090.
15. P. J. Phillips, W. T. Scruggs, A. O'Toole, P. J. Flynn, K. W. Bowyer, C. L. Schott and M. Sharpe, "FRVT 2006 and ICE 2006 Large-Scale Experimental Results", IEEE Transactions on Pattern Analysis and Machine Intelligence 32 (5), May 2010, 831-846.
16. K.W. Bowyer and P.J. Flynn, "The ND-IRIS-0405 Iris Image Database". http://www.nd.edu/~cvrl/papers/NDIRIS-0405.pdf
17. Imagemagick. http://www.imagemagick.org/
18. The Point Cloud Library (PCL). http://pointclouds.org/
19. R. Bodade and S. Talbar, "Fake Iris Detection: A Holistic Approach" International Journal of Computer Applications 19 (2), April 2011.
20. B. Winn, D. Whitake, D. Elliot, and N. Phillips, "Factors Affecting Light-Adapted Pupil Size In Normal Subjects", Investigative Ophthamology and Visual Science 35 (3), 1132-1137, 1994.
21. VeriEye matcher, http://www.neurotechnology.com/
22. Mirlin matcher, http://www.smartsensors.co.uk
23. National Institute of Standards and Technology. Iris Challenge Evaluation, 2006, http://iris.nist.gov/ice.
24. OpenCV: Open Source Computer Vision, http://opencv.org
25. NSTC Subcommittee on Biometrics, "The National Biometrics Challenge", August 2006. http://www.biometrics.gov/Documents/ biochallengedoc.pdf