Face recognition from unfamiliar views: subspace methods and pose dependency

Graham, D. B. and Allinson, N. M. (1998) Face recognition from unfamiliar views: subspace methods and pose dependency. In: Third IEEE International Conference on Automatic Face and Gesture Recognition 1998, 14-16 April 1998, Nara.

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Face recognition from unfamiliar views: subspace methods and pose dependency
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Abstract

A framework for recognising human faces from unfamiliar views is described and a simple implementation of this framework evaluated. The interaction between training view and testing view is shown to compare with observations in human face recognition experiments. The ability of the system to learn from several training views, as available in video footage, is shown to improve the overall performance of the system as is the use of multiple testing images

Item Type:Conference or Workshop Item (Paper)
Additional Information:A framework for recognising human faces from unfamiliar views is described and a simple implementation of this framework evaluated. The interaction between training view and testing view is shown to compare with observations in human face recognition experiments. The ability of the system to learn from several training views, as available in video footage, is shown to improve the overall performance of the system as is the use of multiple testing images
Keywords:face recognition, image recognition, nonlinear optics, system testing, image analysis, image generation
Subjects:G Mathematical and Computer Sciences > G740 Computer Vision
Divisions:College of Science > School of Computer Science
ID Code:5084
Deposited By: Tammie Farley
Deposited On:20 Apr 2012 20:34
Last Modified:13 Mar 2013 09:06

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