A Bayesian approach for modeling sensor influence on quality, liveness and match score values in fingerprint verification

Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, WIFS 2013

Volumn , Issue , 2013, Pages 37-42

  Rattani, Ajita ^a   Poh, Norman ^b   Ross, Arun ^a  

^a Michigan State University   (United States)

^b UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84894119671     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WIFS.2013.6707791     Document Type: Conference Paper

References (13)

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2. A. Abhyankar and S. Schuckers, "Fingerprint liveness detection using local ridge frequencies and multiresolution texture analysis techniques", in Proc. of IEEE IntI. Conf. on Image Processing, Georgia, USA, 2006, pp. 321-324.
3. S. Nikam and S. Aggarwal, "Local binary pattern and wavelet-based spoof fingerprint detection", IntI. Journal of Biometrics, vol. 1, no. 2, pp. 141-159, 2008.
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7. A. Ross, K. Nandakumar, and A. K. Jain, Handbook of Multibiometrics. Springer Verlag, 2006.
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9. F. Jensen, An Introduction to Bayesian Networks. Springer, 1996.
10. N. Poh, J. Kittler, and T. Bourlai, "Quality-based score normalization with device qualitative information for multi modal biometric fusion", IEEE Transactions on Systems, Man, and Cybernetics, Part A, vol. 40, no. 3, pp. 539-554, 2010.
11. M. Figueiredo and A. Jain, "Unsupervised learning on finite mixture models", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 24, 2002.
12. D. Yambay, L. Ghiani, P. Denti, G. L. Marcialis, F. Roli, and S. Schuckers, "Livdet2011 - fingerprint liveness detection competition", in Proc. of 5th IntI. Conf. on Biometrics (ICB), Delhi, India, 2012, pp. 208-215.
13. A. Rattani, N. Poh, and A. Ross, "Analysis of user-specific score characteristics for spoof biometric attacks", in Proc. of IEEE Computer Society Conf. on Computer Vision and Pattern Recognition Workshops (CVPRW), Providence, USA, 2012, pp. 124-129.