Improvement of Iris Image Authentication using Moment Based Features

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64,90 

ISBN: 3330046988
ISBN 13: 9783330046986
Autor: Abduljabbar Saad, Iman/Edwar George, Loay
Verlag: LAP LAMBERT Academic Publishing
Umfang: 176 S.
Erscheinungsdatum: 18.03.2017
Auflage: 1/2017
Format: 1.1 x 22 x 15
Gewicht: 280 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 2158719 Kategorie:

Beschreibung

The iris structure offers many properties like stability,uniqueness, easy measurement and high recognition rate, which make the iris authentication so accurate. In this book, an iris verification system is proposed using local textural features to achieve high authentication accuracy, so, two different sets of textural features have been suggested to represent the iris texture attributes; they depend on the spatial variation of the intensity.The introduced features sets are: (i) Spatial Distribution of the Local Average for First Gradient Density (SDLAFGD), and (ii) Spatial Distribution of the Local Average for Second Gradient Density (SDLASGD). As well, this work focuses on the selection of proper features to distinguish between individuals. The weighted Euclidean distance measure was used to make the similarity matching decision. The system was tested using public databases CASIA v1.0 and CASIA v4.0.

Autorenporträt

Iman Abduljabbar Saad, Ph.D in Department of Computer Science/ Technology University.Loay Edwar George, Ph.D. In Digital Image Processing, College of Science, Baghdad University.

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