Automatic classification of single facial images. See our FAQ for additional information.

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Using these masks, the part of the image corresponding to each facial feature was separated.

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Recognition using class specific linear projection.

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The objective of this work was not to obtain the taxonomies but to develop the automatic procedure to classify facial features based on their appearance.

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As an example of the information of breast engorgement pregnancy features that was captured using eigenfaces, Fig 4 shows a reduced set of original mouths aand the same set of mouths reconstructed using 45 eigenvalues before de-normalization b.

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September 22, ; Accepted:

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On the other hand, the holistic approach uses appearance-based representations, considering all available information and encompassing the global nature of the faces.

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Results of tests with three image sets are presented for the classification of sex, arace,o and expression.