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9

ICPR
2002
IEEE

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Multilinear Image Analysis for Facial Recognition

13 years 9 months ago

Multilinear Image Analysis for Facial Recognition

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Natural images are the composite consequence of multiple factors related to scene structure, illumination, and imaging. For facial images, the factors include different facial geometries, expressions, head poses, and lighting conditions. We apply multilinear algebra, the algebra of higherorder tensors, to obtain a parsimonious representation of facial image ensembles which separates these factors. Our representation, called TensorFaces, yields improved facial recognition rates relative to standard eigenfaces.

M. Alex O. Vasilescu, Demetri Terzopoulos

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Added	14 Jul 2010
Updated	14 Jul 2010
Type	Conference
Year	2002
Where	ICPR
Authors	M. Alex O. Vasilescu, Demetri Terzopoulos

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