Iris Recognition

Name: Iris Recognition
Brand: VDM Verlag
SKU: 9783639082593
Price: 1377 CZK
Availability: InStock

A Machine Learning Approach

Autor: Kaushik Roy, Prabir Bhattachary

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag

Dostupnost: Skladem u dodavatele

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The increasing demand for enhanced security in the §daily life has directed the improvement of the §...

Informace o knize

Autor

Kaushik Roy, Prabir Bhattachary

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2008

Stránek

156

EAN

9783639082593

ISBN

3639082591

Enbook ID

06817465

Vydavatel

VDM Verlag

Hmotnost

218

Rozměry

152 x 229 x 8

Kompletní popis

The increasing demand for enhanced security in the §daily life has directed the improvement of the §reliable and intelligent personal identification §system based on biometrics. Iris recognition has §been regarded as one of the most reliable biometrics §technologies in recent years. In this book, an iris §recognition scheme is presented as a biometrically §based technology for person identification using §Multi-Class Support Vector Machines (SVM). The Multi-§Objectives Genetic Algorithms (MOGA) is used to §select the most significant features in order to §increase the matching accuracy. The traditional SVM §is modified into an asymmetrical SVM to treat the §cases of False Accept and False Reject differently §and also to control the unbalanced data of a §specific class with respect to the other classes. In §order to improve the generalization performance of §SVM, the optimal values of SVM parameters are §selected. The experimental results indicate that the §proposed iris recognition scheme can be applied to a §wide range of security-related application areas §with an encouraging recognition rate.

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Iris Recognition

A Machine Learning Approach

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také