Paper
19 May 2005 NIST biometric evaluations and developments
Michael D. Garris, Charles L. Wilson
Author Affiliations +
Abstract
This paper presents an R&D framework used by the National Institute of Standards and Technology (NIST) for biometric technology testing and evaluation. The focus of this paper is on fingerprint-based verification and identification. Since 9-11 the NIST Image Group has been mandated by Congress to run a program for biometric technology assessment and biometric systems certification. Four essential areas of activity are discussed: 1) developing test datasets, 2) conducting performance assessment; 3) technology development; and 4) standards participation. A description of activities and accomplishments are provided for each of these areas. In the process, methods of performance testing are described and results from specific biometric technology evaluations are presented. This framework is anticipated to have broad applicability to other technology and application domains.
© (2005) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Michael D. Garris and Charles L. Wilson "NIST biometric evaluations and developments", Proc. SPIE 5780, Photonics for Port and Harbor Security, (19 May 2005); https://doi.org/10.1117/12.607598
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CITATIONS
Cited by 2 scholarly publications.
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KEYWORDS
Biometrics

Standards development

Image quality

Image segmentation

System identification

Information technology

Algorithm development

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