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Two-dimensional complete neighborhood preserving embedding

โœ Scribed by Yong Wang, Jian-Bin Xie, Yi Wu


Book ID
120913405
Publisher
Springer-Verlag
Year
2013
Tongue
English
Weight
573 KB
Volume
24
Category
Article
ISSN
0941-0643

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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