Low-dimensional procedure for the characterization of human faces.
A method is presented for the representation of (pictures of) faces. Within a specified framework the representation is ideal. This results in the characterization of a face, to within an error bound, by a relatively low-dimensional vector. The method is illustrated in detail by the use of an ensemble of pictures taken for this purpose.
D005145:Face; D005556:Form Perception; D006801:Humans; D008722:Methods; D008962:Models, Theoretical; D010364:Pattern Recognition, Visual