Error exponent analysis of person identification based on fusion of dependent/independent modalities: Multiple hypothesis testing case

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6819, Issue , 2008, Pages

  Koval, Oleksiy ^a   Voloshynovskiy, Sviatoslav ^a   Villan, Renato ^a   Pun, Thierry ^a  

^a UNIVERSITY OF GENEVA   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRICS; FACE RECOGNITION; IDENTIFICATION (CONTROL SYSTEMS); MODAL ANALYSIS; PATTERN RECOGNITION SYSTEMS;

BINARY TESTS; BIOMETRIC IDENTIFICATION SYSTEMS;

ERROR ANALYSIS;

EID: 42949102059     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.764849     Document Type: Conference Paper

References (17)

1. W. Shen and T. Tan, "Automated biometrics-based personal identification," PNAS 96, pp. 11065-11066, September 1999.
2. J. L. Wayman, A. K. Jain, D. Maltoni, and D. Maio, Biometric Systems: Technology, Design and Performance Evaluation, Springer-Verlag New York, Inc., Secaucus, NJ, USA, 2004.
3. A. K. Jain, A. Ross, and S. Pankanti, "Biometrics: A tool for information security," IEEE Trans. on Information Forensics and Security 1, pp. 125-143, June 2006.
4. L. Hong, A. Jain, and S. Pankanti, "Can multibiometrics improve performance," 1999.
5. L. Hong and A. K. Jain, "Integrating faces and fingerprints for personal identification," in ACCV '98: Proceedings of the Third Asian Conference on Computer Vision-Volume I, pp. 16-23, Springer-Verlag, (London, UK), 1997.
6. B. Ulery, W. Fellner, A. H. P. Hallinan and, and C. Watson, "Evaluation of selected biometric fusion techniques," tech. rep. http://www.itl.nist.gov/iad/894.03/pact/ir.7346.C.pdf.
7. R. Brunelli and D. Falavigna, "Person identification using multiple cues," IEEE Trans. Pattern Anal. Mach. Intell. 17(10), pp. 955-966, 1995.
8. T. Cover and J. Thomas, Elements of Information Theory., Wiley and Sons, New York, 1991.
9. A. Ross, R. G. Hong, A. K. Jain, and S. Pankanti, "Feature level fusion using hand and face biometrics," in SPIE Conf. Biometric Technology for Human Identification II, pp. 196-204, 2005.
10. O. Ushmaev and S. Novikov, "Biometric fusion: Robust approach," in Workshop on Multimodal User. Authentication (MMUA 2006), (Toulouse, France), 2006.
11. N. Poh and S. Bengio, "ow do correlation and variance of base classifiers affect fusion in biometric authentication tasks?," IEEE Transactions on Signal Processing 53, pp. 4384-4396, November 2005.
12. O. Koval, S. Voloshynovskiy, and T. Pun, "Error exponent analysis of person identification based on fusion of dependent/independent modalities," in Electronic Imaging 2007, Security, Steganography, and Watermarking of Multimedia Contents IX, (Santa Jose, California USA), 28 January - 1 February 2007.
13. O. Koval, S. Voloshynovskiy, and T. Pun, "Analysis of multimodal binary detection systems based on dependent/independent modalities," in IEEE International Workshop on Multimedia Signal Processing (MMSP07), (Chania, Crete, Greece), October 2007.
14. H. van Trees, Detection, Estimation, and Modulation Theory, Part I, New York, Wiley, 1968.
15. C.C.Leang and D.H.Johnson, "On the asymptotics of m-hypothesis bayesian detection," IEEE Trans. on Information Theory 43, pp. 280-282, January 1997.
16. E. Tuncel, "On error exponents in hypothesis testing," IEEE Trans. on Information Theory 51, pp. 2945-2950, August 2005.
17. E. Martinian, S. Yekhanin, and J. Yedidia, "Secure biometrics via syndromes," in 43rd Annual Allerton Conference on Communications, Control, and Computing, (Monticello, IL, USA), October 2005.