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Eigenfeatures as intermediate-level representations: The case for PCA models
Published online by Cambridge University Press: 01 February 1998
Abstract
Eigenfeatures are created by the principal component approach (PCA) used on objects described by a low-level code (i.e., pixels, Gabor jets). We suggest that eigenfeatures act like the flexible features described by Schyns et al. They are particularly suited for face processing and give rise to class-specific effects such as the other-race effect. The PCA approach can be modified to accommodate top-down constraints.
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- © 1998 Cambridge University Press
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