Graham, D. B. and Allinson, Nigel (1998) Automatic face representation and classification. In: British Machine Vision Conference, 1998, Southampton, UK.
Full content URL: http://www.bmva.org/bmvc/1998/papers/d162/h162.htm
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10.1.1.53.3775.pdf - Whole Document Restricted to Repository staff only 187kB |
Item Type: | Conference or Workshop contribution (Presentation) |
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Item Status: | Live Archive |
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.
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. |
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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 On: | 19 Apr 2012 15:27 |
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