Norm-based face recognition

نویسندگان

  • D. B. Graham
  • N. M. Allinson
چکیده

Increasingly the problems of recognising faces under a variety of viewing conditions, including depth rotations, is being considered in the eld. The concept of norm-based coding in face recognition is not new but has been little investigated in machine models. Here we describe a norm-based face recognition system which is capable of generalising from a single training view to recognise novel views of target faces. The system is based upon the characteristic nature of faces as they move through a pose-varying eigenspace of facial images and deviations from the norm of a gallery of face images. We illustrate the use of the technique for a large range of pose variation.

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تاریخ انتشار 1999