DocumentCode
2861403
Title
Face recognition from unfamiliar views: subspace methods and pose dependency
Author
Graham, Daniel B. ; Allinson, Nigel M.
Author_Institution
Dept. of Electr. Eng. & Electron., Univ. of Manchester Inst. of Sci. & Technol., UK
fYear
1998
fDate
14-16 Apr 1998
Firstpage
348
Lastpage
353
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
Keywords
face recognition; face recognition; human faces; multiple testing images; pose dependency; subspace methods; testing view; training view; unfamiliar views; Face recognition; Humans; Image analysis; Image generation; Image motion analysis; Image recognition; Image reconstruction; Laboratories; Nonlinear optics; System testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Automatic Face and Gesture Recognition, 1998. Proceedings. Third IEEE International Conference on
Conference_Location
Nara
Print_ISBN
0-8186-8344-9
Type
conf
DOI
10.1109/AFGR.1998.670973
Filename
670973
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