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A comment on On Eigenfaces: Creating ghost-like images from a set of faces.
For those wondering why PCA works (self-plug): http://ilyakava.tumblr.com/post/95691347612/demystifying-pca
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For those wondering why PCA works (self-plug): http://ilyakava.tumblr.com/post/95691347612/demystifying-pca