Pattern Recognition, Vol. 31, pp. 159-167 (1998)
Abstract
In this paper, a new method to recognize facial image with low resolution by
utilizing the Hopfield model is presented.
In this method, a Hopfield memory
model for the facial images is organized and the optimal procedure of the
unlearning is determined. Based on the composed Hopfield memory model, the
relation between the reliability of the recalls and the number o f faces
memorized in the Hopfield memory is analyzed. Finally, the method for the face
recognition using the Hopfield memory model combined with the pattern matching
is proposed. The experimental results for face recognition are also represented
and analyzed.
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First Written Before June 17, 1998
Transplanted to KSU Before May 16, 2003
Transplanted to So-net May 3, 2005
Last Update April 11, 2007
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