A unified tensor framework for face recognition

A unified tensor framework for face recognition

In this paper we propose a new optimization framework that unites some of the existing tensor based methods for face recognition on a common mathematical basis. Tensor based approaches rely on the ability to decompose an image into its constituent factors (i.e. person, lighting, viewpoint, etc.) and...

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Bibliographic Details
Main Authors: Rana, Santu, Liu, Wan-quan, Lazarescu, Mihai, Venkatesh, Svetha
Format: Journal Article
Published: Elsevier Science 2009
Subjects:
Tensor
Multilinear algebra
Face recognition
Online Access:http://hdl.handle.net/20.500.11937/38703

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