The problems of using ROC curve as the sole criterion in positive biometrics identification

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6579, Issue , 2007, Pages

  Du, Yingzi ^a,b   Chang, Chein I ^a,c  

^a SPIE ^*  (United States)

^b Indiana University Purdue University Indianapolis   (United States)

^c Baltimore County   (United States)

Author keywords

Biometrics; EER; FAR; FRR; Iris recognition; ROC

Indexed keywords

IRIS RECOGNITION; POSITIVE BIOMETRICS IDENTIFICATION; RECEIVER OPERATING CHARACTERISTIC (ROC) CURVE; SYSTEM ACCURACY;

ALARM SYSTEMS; COST FUNCTIONS; DATABASE SYSTEMS; ESTIMATION; IMAGE QUALITY; PROBLEM SOLVING;

BIOMETRICS;

EID: 36048978381     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.719855     Document Type: Conference Paper

References (11)

1. H. V. Poor, An Introduction to Signal Detection and Estimation, Springer-Verla, 1998.
2. Woodward, J.D.; Orlans, N.M.; Higgins, P.T.; Biometrics, Berkeley, California: The McGraw-Hill Company, 2002.
3. Reid, P.; Biometrics for Network Security, Upper Saddle River, NJ: Prentice Hall, 2004.
4. The 9-11 Commission Report, (2004). From: http://www.gpoaccess.gov/911/.
5. Maltoni, D.; Maio, D.; Jain, A.K.; and Prabhakar, S.; Handbook of Fingerprint Recognition, New York City, New York: Springer, 2003.
6. Y. Du, R. W. Ives, and D.M. Etter, "Iris Recognition", book chapter of the Electrical Engineering Handbook, 3rd Edition, Boca Raton, FL: CRC Press, 2004
7. http://face.nist.gov/frgc/
8. Nathan D. Kalka, Jinyu Zuo, Natalia A. Schmid, and Bojan Cukic, "Image Quality Assessment for Iris Biometric," Proc. of SPIE Vol. 6202, 62020D, 2006.
9. C. Belcher, and Y. Du, "Information Distance Based Selective Feature Clarity Measure for Iris Recognition", Proc. Of SPIE Electronic Imaging, 2007.
10. http://iris.nist.gov/ice/
11. http://face.nist.gov/frvt/frvt2002/frvt2002.htm