Compressive Classification for Face Recognition

Name: Compressive Classification for Face Recognition
Brand: VDM Verlag Dr. Müller
SKU: 9783639195385
Price: 305.67 RON
Availability: InStock

A New Approach

Autor: Angshul Majumdar

Limbă:

Legare: Carte broșată

Editura: VDM Verlag Dr. Müller

Disponibilitate: La editor doar la comandă

Expediem în 17-27 zile

305.67 lei

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

Informații despre carte

Autor

Angshul Majumdar

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2009

Pagini

132

EAN

9783639195385

Enbook ID

06827615

Editura

VDM Verlag Dr. Müller

Greutate

213

Dimensiuni

150 x 220 x 8

Descriere completă

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

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Descriere completă

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