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portada Sensitivity Analysis for Biometric Systems: A Methodology Based on Orthogonal Experimental Designs
Type
Physical Book
Author
Publisher
Language
English
Pages
44
Format
Paperback
Dimensions
28x21.6x0.2 cm
Weight
0.13 kg.
ISBN13
9781499735352
Categories

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

U. S. Department of Commerce (Author) · Createspace · Paperback

Sensitivity Analysis for Biometric Systems: A Methodology Based on Orthogonal Experimental Designs - U. S. Department of Commerce

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

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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