Compressive Classification for Face Recognition

Name: Compressive Classification for Face Recognition
Brand: VDM Verlag Dr. Müller
SKU: 9783639195385
Price: 1407 CZK
Availability: InStock

A New Approach

Autor: Angshul Majumdar

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag Dr. Müller

Dostupnost: U nakladatele na objednávku

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The problem of face recognition has been studied widely in the past two decades. Even though conside...

Informace o knize

Autor

Angshul Majumdar

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2009

Stránek

132

EAN

9783639195385

Enbook ID

06827615

Vydavatel

VDM Verlag Dr. Müller

Hmotnost

213

Rozměry

150 x 220 x 8

Kompletní popis

The problem of face recognition has been studied widely in the past two decades. Even though considerable progress has been made, e.g. in achieving better recognition rates, handling difficult environmental conditions etc., there has not been any widespread implementation of this technology. Most probably, the reason lies in not giving adequate consideration to practical problems such as communication costs and computational overhead. The book addresses the practical face recognition problem e.g. a scenario that may arise in client recognition in Automated Teller Machines or employee authentication in large offices. Such scenarios can not be handled by traditional machine learning methods. This book will develop novel methods to solve this problem from a completely new perspective. It proposes employing random projections for dimensionality reduction. Such dimensionality reduction demands new classification methods which is the main interest of this book.

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Compressive Classification for Face Recognition

A New Approach

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také