Preferred spatial frequencies for human face processing are associated with optimal class discrimination in the machine.

Psychophysical studies suggest that humans preferentially use a narrow band of low spatial frequencies for face recognition. Here we asked whether artificial face recognition systems have an improved recognition performance at the same spatial frequencies as humans. To this end, we estimated recogni...

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Bibliographic Details
Main Authors: Matthias S Keil, Agata Lapedriza, David Masip, Jordi Vitria
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2008-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC2435629?pdf=render