Gender discrimination and prediction on the basis of facial metric information

Research output: Contribution to journalArticle

56 Citations (Scopus)

Abstract

Horizontal and vertical facial measurements are statistically independent. Discriminant analysis shows that five of such normalized distances explain over 95% of the gender differences of 'training' samples and predict the gender of 90% novel test faces exhibiting various facial expressions. The robustness of the method and its results are assessed. It is argued that these distances (termed fiducial) are compatible with those found experimentally by psychophysical and neurophysiological studies. In consequence, partial explanations for the effects observed in these experiments can be found in the intrinsic statistical nature of the facial stimuli used.

Original languageEnglish (US)
Pages (from-to)1961-1973
Number of pages13
JournalVision Research
Volume37
Issue number14
DOIs
StatePublished - Jul 1997
Externally publishedYes

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Facial Expression
Discriminant Analysis

Keywords

  • Discrimination
  • Face
  • Prediction
  • Sex

ASJC Scopus subject areas

  • Ophthalmology
  • Sensory Systems

Cite this

Gender discrimination and prediction on the basis of facial metric information. / Fellous, Jean-Marc.

In: Vision Research, Vol. 37, No. 14, 07.1997, p. 1961-1973.

Research output: Contribution to journalArticle

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