Bulletin of the Psychonomic Society

, Volume 13, Issue 3, pp 191–193 | Cite as

Facial feature variation: Anthropometric data II

  • Alvin G. Goldstein


Facial feature variability as a function of age and gender was explored by using published anthropometric data (adopted by Goldstein, 1979) collected from several samples of faces of three racial groups. In addition, feature variability was compared to feature importance in face identification. Gender differences in variability were small except for Japanese women’s faces, which displayed more variability than other samples in survey. Infants’ faces might be more variable than adults’ faces, but measurement problems cloud the issue. Whether feature variability is related to feature saliency is still unknown because essential information is still missing.


Face Recognition Facial Feature Face Identification Feature Variability Anthropological Data 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


  1. Davies, G., Ellis, H., & Shepherd, J. Cue saliency in faces as assessed by the “Photofit” technique. Perception, 1977, 6, 263–269.PubMedCrossRefGoogle Scholar
  2. Ellis, H. D., Deregowski, J. B., & Shepherd, J. W. Descriptions of white & black faces by white & black subjects. International Journal of Psychology, 1975, 10, 119–123.CrossRefGoogle Scholar
  3. Ellis, H. D., Shepherd, J. W., & Davies, G. M. An investigation of the use of the Photofit technique for recalling faces. British Journal of Psychology, 1975, 66, 29–37.CrossRefGoogle Scholar
  4. Fisher, G. H., & Cox, R. L. Recognizing human faces. Applied Ergonomics, 1975, 6, 104–109.PubMedCrossRefGoogle Scholar
  5. Goldstein, A. G. Race-related variation of facial features: Anthropometric data I. Bulletin of the Psychonomic Society, 1979, 13, 187–190.Google Scholar
  6. Goldstein, A. G., & Chance, J. E. Recognition of children’s faces. Child Development, 1964, 35, 129–136.PubMedGoogle Scholar
  7. Goldstein, A. G., & Mackenberg, E. J. Recognition of human faces from isolated facial features: A developmental study. Psychonomic Science, 1966, 6, 149–150.CrossRefGoogle Scholar
  8. Herskovtts, M. J. The anthropometry of the American Negro. New York: Columbia University Press, 1930.Google Scholar
  9. Lin, Y. The perception of human face: A developmental study of stimulus potency of different facial features. Unpublished Doctoral dissertation, University of Rochester, 1964.Google Scholar
  10. Miklashevskaya, N. M. Growth of the head and face in boys of various ethnic groups in the USSR. Human Biology, 1966, 38, 231–250.PubMedGoogle Scholar
  11. Seamon, J. G., Stolz, J. A., Bass, D. H., & Chatinover, A. I. Recognition of facial features in immediate memory. Bulletin of the Psychonomic Society, 1978, 12, 231–234.CrossRefGoogle Scholar
  12. Shapiro, H. L. Migration and environment. New York: Oxford University Press, 1939.Google Scholar

Copyright information

© The Psychonomic Society, Inc. 1979

Authors and Affiliations

  • Alvin G. Goldstein
    • 1
  1. 1.University of MissouriColumbia

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