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A novel maximum margin neighborhood preserving embedding for face recognition

โœ Scribed by Xi Chen; Jiashu Zhang


Book ID
113633966
Publisher
Elsevier Science
Year
2012
Tongue
English
Weight
960 KB
Volume
28
Category
Article
ISSN
0167-739X

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Complete neighborhood preserving embeddi
โœ Yong Wang; Yi Wu ๐Ÿ“‚ Article ๐Ÿ“… 2010 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 794 KB

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