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Kernel neighborhood preserving embedding for classification

โœ Scribed by Xiaoyan Tao; Hongbing Ji; Jian Men


Book ID
107502955
Publisher
SP Science Press
Year
2009
Tongue
English
Weight
238 KB
Volume
26
Category
Article
ISSN
0217-9822

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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