Compressive Classification For Face Recognition: A New Approach

Majumdar, Angshul; Majumdar, Angshul

ISBN 10: 3639195388 / ISBN 13: 9783639195385

Edité par Vdm Verlag Dr. Müller, 2009

A propos de cet article

132 pages. 8.66x5.91x0.30 inches. In Stock. N° de réf. du vendeur 3639195388

Détails bibliographiques

Titre : Compressive Classification For Face ...

Éditeur : Vdm Verlag Dr. Müller

Date d'édition : 2009

Reliure : Paperback

Etat : Brand New

A propos de ce titre

Synopsis :

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.