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

U.S. Department Of Commerce

Couverture souple

ISBN 10 : 1499735359 ISBN 13 : 9781499735352

Editeur : CreateSpace Independent Publishing Platform, 2014

Synopsis

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.

Détails de l'édition

• Éditeur: CreateSpace Independent Publishing Platform
• Date d'édition: 2014
• Langue: anglais
• ISBN 10: 1499735359
• ISBN 13: 9781499735352
• Reliure: Broché
• Nombre de pages: 42
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible