Faces are widely used as stimuli in various research fields. Interest in emotion-related differences and age-associated changes in the processing of faces is growing. With the aim of systematically varying both expression and age of the face, we created FACES, a database comprising N=171 naturalistic faces of young, middle-aged, and older women and men. Each face is represented with two sets of six facial expressions (neutrality, sadness, disgust, fear, anger, and happiness), resulting in 2,052 individual images. A total of N=154 young, middleaged, and older women and men rated the faces in terms of facial expression and perceived age. With its large age range of faces displaying different expressions, FACES is well suited for investigating developmental and other research questions on emotion, motivation, and cognition, as well as their interactions. Information on using FACES for research purposes can be found at http://faces.mpib-berlin.mpg.de.
Anastasi, J. S., & Rhodes, M. G. (2006). Evidence for an own-age bias in face recognition. North American Journal of Psychology, 8, 237–252.
Bäckman, L. (1991). Recognition memory across the adult life span: The role of prior knowledge. Memory & Cognition, 19, 63–71.
Bartlett, J. C., & Fulton, A. (1991). Familiarity and recognition of faces in old age. Memory & Cognition, 19, 229–238.
Brigham, J. C., & Barkowitz, P. (1978). Do “they all look alike”? The effect of race, sex, experience, and attitudes on the ability to recognize faces. Journal of Applied Social Psychology, 8, 306–318.
Calvo, M. G., & Lundqvist, D. (2008). Facial expressions of emotion (KDEF): Identification under different display-duration conditions. Behavior Research Methods, 40, 109–115.
Coan, J. A., Allen, J. J. B., & Harmon-Jones, E. (2001). Voluntary facial expression and hemispheric asymmetry over the frontal cortex. Psychophysiology, 38, 912–925.
Duncan, J. W., & Laird, J. D. (1980). Positive and reverse placebo effects as a function of differences in cues used in self-perception. Journal of Personality & Social Psychology, 39, 1024–1036.
Ebner, N. C. (2008). Age of face matters: Age-group differences in ratings for young and old faces. Behavior Research Methods, 40, 130–136.
Ekman, P., & Friesen, W. V. (1976). Pictures of facial affect. Palo Alto, CA: Consulting Psychologists Press.
Ekman, P., & Friesen, W. V. (2003). Unmasking the face: A guide to recognizing emotion from facial clues. Cambridge, MA: Malor Books.
Goeleven, E., De Raedt, R., Leyman, L., & Verschuere, B. (2008). The Karolinska Directed Emotional Faces: A validation study. Cognition & Emotion, 22, 1094–1118.
Golby, A. J., Gabrieli, J. D. E., Chiao, J. Y., & Eberhardt, J. L. (2001). Differential responses in the fusiform region to same-race and other-race faces. Nature Neuroscience, 4, 845–850.
Gross, C. G., Rocha-Miranda, C. E., & Bender, D. B. (1972). Visual properties of neurons in inferotemporal cortex of the macaque. In S. M. Kosslyn & R. A. Andersen (Ed.), Frontiers in cognitive neuroscience (pp. 83–98). Cambridge, MA: MIT Press.
Hagemann, D., Naumann, E., Maier, S., Becker, G., Lurken, A., & Bartussek, D. (1999). The assessment of affective reactivity using films: Validity, reliability and sex differences. Personality & Individual Differences, 26, 627–639.
Haxby, J. V., Horwitz, B., Ungerleider, L. G., Maisog, J. M., Pietrini, P., & Grady, C. L. (1994). The functional organization of human extrastriate cortex: A PET-rCBF study of selective attention to faces and locations. Journal of Neuroscience, 14, 6336–6353.
Isaacowitz, D. M., Wadlinger, H. A., Goren, D., & Wilson, H. R. (2006). Is there an age-related positivity effect in visual attention? A comparison of two methodologies. Emotion, 6, 511–516.
Kanwisher, N., McDermott, J., & Chun, M. M. (1997). The fusiform face area: A module in human extrastriate cortex specialized for face perception. Journal of Neuroscience, 17, 4302–4311.
Kennedy, K. M., Hope, K., & Raz, N. (2009). Life span adult faces: Norms for age, familiarity, memorability, mood, and picture quality. Experimental Aging Research, 35, 1–8.
Kirouac, G., & Dore, F. Y. (1983). Accuracy and latency of judgement of facial expressions of emotions. Perceptual & Motor Skills, 57, 683–686.
Lamont, A. C., Stewart-Williams, S., & Podd, J. (2005). Face recognition and aging: Effects of target age and memory load. Memory & Cognition, 33, 1017–1024.
Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (1998). International affective pictures system (IAPS): Digitized photographs, instruction manual and affective ratings (Tech. Rep. A-6). Gainesville: University of Florida.
Lundqvist, D., Flykt, A., & Öhman, A. (1998). The Karolinska Directed Emotional Faces—KDEF [CD-ROM]. Stockholm: Karolinska Institute Department of Clinical Neuroscience, Psychology Section. Retrieved June 4, 2009, from www.facialstimuli.com/index_files/ Page369.htm.
Mason, S. E. (1986). Age and gender as factors in facial recognition and identification. Experimental Aging Research, 12, 151–154.
Mather, M., & Carstensen, L. L. (2003). Aging and attentional biases for emotional faces. Psychological Science, 14, 409–415.
Minear, M., & Park, D. C. (2004). A lifespan database of adult facial stimuli. Behavior Research Methods, Instruments, & Computers, 36, 630–633.
Palermo, R., & Coltheart, M. (2004). Photographs of facial expression: Accuracy, response times, and ratings of intensity. Behavior Research Methods, Instruments, & Computers, 36, 634–638.
PAL Face Database (n.d.). Retrieved June 4, 2009, from https://pal .utdallas.edu/facedb/.
Puce, A., Allison, T., Gore, J. C., & McCarthy, G. (1995). Face-sensitive regions in human extrastriate cortex studied by functional MRI. Journal of Neurophysiology, 74, 1192–1199.
Ruffman, T., Henry, J. D., Livingstone, V., & Phillips, L. H. (2008). A meta-analytic review of emotion recognition and aging: Implications for neuropsychological models of aging. Neuroscience & Biobehavioral Reviews, 32, 863–881.
Steinkraus, J., & Ebner, N. C. (2006). A manual to Psy-Point [Unpublished manual]. Berlin: Max Planck Institute for Human Development.
Strack, F., Martin, L. L., & Stepper, S. (1988). Inhibiting and facilitating conditions of the human smile: A nonobtrusive test of the facial feedback hypothesis. Journal of Personality & Social Psychology, 54, 768–777.
Tovée, M. J. (1998). Is face processing special? Neuron, 21, 1239–1242.
University of Stirling Psychology Department (n.d.). The Psychological Image Collection at Stirling (PICS). Retrieved June 4, 2009, from http://pics.psych.stir.ac.uk/.
Wechsler, D. (1981). Manual for the Wechsler Adult Intelligence Scale-Revised (WAIS-R). New York: Psychological Corporation.
Wright, D. B., & Stroud, J. N. (2002). Age differences in lineup identification accuracy: People are better with their own age. Law & Human Behavior, 26, 641–654.
Yale Face Database (n.d.). Retrieved June 4, 2009, from http://cvc.yale.edu/projects/yalefaces/yalefaces.html.
Zeffirelli, F. (Direc tor) (1979). The champ [Motion picture]. United States: Metro-Goldwyn-Mayer (MGM).
This research was funded by and conducted at the Max Planck Institute for Human Development, Berlin, Germany.
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Ebner, N.C., Riediger, M. & Lindenberger, U. FACES—A database of facial expressions in young, middle-aged, and older women and men: Development and validation. Behavior Research Methods 42, 351–362 (2010). https://doi.org/10.3758/BRM.42.1.351
- Facial Expression
- Face Model
- International Affective Picture System
- Facial Expres
- International Affective Picture System Picture