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.

[1]  Richard Bellman,et al.  Introduction to Matrix Analysis , 1972 .

[2]  R. Ash,et al.  Topics in stochastic processes , 1975 .

[3]  Orthogonal transforms for digital signal processing , 1978, Proceedings of the IEEE.

[4]  K. R. Rao,et al.  Orthogonal Transforms for Digital Signal Processing , 1979, IEEE Transactions on Systems, Man, and Cybernetics.