Face Recognition Vendor Test 2006 and Iris Challenge Evaluation 2006 Large-Scale Results

Published

March 29, 2007

Author(s)

P J. Phillips, K W. Bowyer, P J. Flynn, Alice J. O'Toole, W T. Scruggs, Cathy L. Schott, Matthew Sharpe

Abstract

The Face Recognition Vendor Test (FRVT) 2006 and Iris Challenge Evaluation (ICE) 2006 are independent U.S. Government evaluations of face and iris recognition performance. These evaluations were conducted simultaneously at NIST using the same test infrastructure. Human performance verses algorithm performance was also evaluated, making this the first unified evaluation of face, iris and human recognition performance in the U.S. Government. Test results on large-scale experiments for both face and iris recognition are presented in this evaluation report. These results show two orders of magnitude improvement in performance on face recognition since the first face recognition evaluation program was established in 1993 and provide a performance baseline for iris recognition. Results on human performance verses machine performance and the first multi-modal comparison between face and iris recognition are also presented in this report.

Citation

NIST Interagency/Internal Report (NISTIR) - 7408

Report Number

7408

NIST Pub Series

NIST Interagency/Internal Report (NISTIR)

Pub Type

NIST Pubs

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Keywords

biometrics, biometrics evaluation, face recognition, Face Recognition Vendor Test, FRVT, FRVT 2006, Iris Challenge Evaluation, ICE 2006, iris recognition

Citation

Phillips, P. , Bowyer, K. , Flynn, P. , O'Toole, A. , Scruggs, W. , Schott, C. and Sharpe, M. (2007), Face Recognition Vendor Test 2006 and Iris Challenge Evaluation 2006 Large-Scale Results, NIST Interagency/Internal Report (NISTIR), National Institute of Standards and Technology, Gaithersburg, MD, [online], https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=51131 (Accessed January 15, 2025)