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Neighbourhood preserving discriminant embedding in face recognition

โœ Scribed by Pang Ying Han; Andrew Teoh Beng Jin; Fazly Salleh Abas


Publisher
Elsevier Science
Year
2009
Tongue
English
Weight
443 KB
Volume
20
Category
Article
ISSN
1047-3203

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Neighborhood preserving embedding (NPE) is a linear approximation to the locally linear embedding algorithm which can preserve the local neighborhood structure on the data manifold. However, in typical face recognition where the number of data samples is smaller than the dimension of data space, it