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
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;
Conference_Titel :
Automatic Face and Gesture Recognition, 1998. Proceedings. Third IEEE International Conference on
Conference_Location :
Nara
Print_ISBN :
0-8186-8344-9
DOI :
10.1109/AFGR.1998.670973
