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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Sensitivity Analysis for Biometric Systems: A Methodology Based on Orthogonal Experimental Designs

Sensitivity Analysis for Biometric Systems: A Methodology Based on Orthogonal Experimental Designs

U. S. Department of Commerce

Paperback

General Reference

ISBN10: 1499735359
ISBN13: 9781499735352
Publisher: Createspace
Published: Jul 23 2014
Pages: 44
Weight: 0.28
Height: 0.09 Width: 8.50 Depth: 11.02
Language: English
The purpose of this paper is to introduce an effective and structured methodology for carrying out a biometric system sensitivity analysis. The goal of sensitivity analysis is to provide the researcher/developer with the insight and understanding of the key factors-algorithmic, subject-based, camera-based, procedural, image quality, environmental, among others-that affect the matching performance of the biometric system under study. This proposed methodology consists of two steps: 1) the design and execution of orthogonal fractional factorial experiment designs which allows the scientist to efficiently investigate the effect of a large number of factors-and interactions-simultaneously, and 2) the use of a select set of statistical data analysis graphical procedures which are fine-tuned to unambiguously highlight important factors, important interactions, and locally-optimal settings.

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