Automatic face representation and classification

Graham, D. B. and Allinson, Nigel (1998) Automatic face representation and classification. In: British Machine Vision Conference, 1998, Southampton, UK.

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Official URL: http://www.bmva.org/bmvc/1998/papers/d162/h162.htm

Abstract

A working face recognition system requires the ability to represent facial images in such a way that permits efficient and accurate processing. The human visual system effectively stores, recognises and classifies familiar facial images under a wide variety of viewing conditions, albeit with various degrees of accuracy. We describe a system which automatically determines a representation for pose-varying facial images - a representation with inherent classification , an ability to generalise from one viewing condition to another, and which uses fast computational procedures.

Item Type:Conference or Workshop Item (Presentation)
Additional Information:A working face recognition system requires the ability to represent facial images in such a way that permits efficient and accurate processing. The human visual system effectively stores, recognises and classifies familiar facial images under a wide variety of viewing conditions, albeit with various degrees of accuracy. We describe a system which automatically determines a representation for pose-varying facial images - a representation with inherent classification , an ability to generalise from one viewing condition to another, and which uses fast computational procedures.
Keywords:Pose Varying Face Recognition, Eigenvectors, View-Based Representations, Principal Component Analysis
Subjects:G Mathematical and Computer Sciences > G700 Artificial Intelligence
Divisions:College of Science > School of Computer Science
ID Code:5022
Deposited By: Tammie Farley
Deposited On:19 Apr 2012 15:27
Last Modified:13 Mar 2013 09:05

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