The Chicago face database: A free stimulus set of faces and norming data

Behavior Research Methods

Volumn 47, Issue 4, 2015, Pages 1122-1135

  Ma, Debbie S ^a   Correll, Joshua ^b   Wittenbrink, Bernd ^c  

^a CALIFORNIA STATE UNIVERSITY   (United States)

^b UNIVERSITY OF COLORADO   (United States)

^c UNIVERSITY OF CHICAGO   (United States)

Author keywords

Face database; Multiracial faces; Normed face stimuli

Indexed keywords

ADOLESCENT; ADULT; DECISION MAKING; EMOTION; FACE; FACTUAL DATABASE; FEMALE; HUMAN; ILLINOIS; MALE; PHOTOSTIMULATION; PREJUDICE; REFERENCE VALUE; STEREOTYPING; YOUNG ADULT;

ADOLESCENT; ADULT; CHICAGO; DATABASES, FACTUAL; EMOTIONS; FACE; FEMALE; HUMANS; JUDGMENT; MALE; PHOTIC STIMULATION; PREJUDICE; REFERENCE VALUES; STEREOTYPING; YOUNG ADULT;

EID: 84947033466     PISSN: 1554351X     EISSN: 15543528     Source Type: Journal    
DOI: 10.3758/s13428-014-0532-5     Document Type: Article

References (56)

1. Ackerman, J. M., Shapiro, J. R., Neuberg, S. L., Kenrick, D. T., Becker, D. V., Griskevicius, V., … Schaller, M. (2006). They all look the same to me (unless they’re angry): From out-group homogeneity to out-group hetereogeneity. Psychological Science, 17(10), 836–840.
2. Asendorpf, J. B., Conner, M., de Fruyt, F., de Houwer, J., Denissen, J. J. A., Fiedler, K., … Wicherts, J. M. (2013). Recommendations for increasing replicability in psychology. European Journal of Personality, 27, 108–119.
3. Baron-Cohen, S., Jolliffe, T., Mortimore, C., & Robertson, M. (1997). Another advanced test of theory of mind: Evidence from very high functioning adults with autism or Asperger syndrome. Journal of Child Psychology and Psychiatry, 38(7), 813–822.
4. Baron-Cohen, S., Wheelwright, S., Hill, J., Raste, Y., & Plumb, I. (2001). The “Reading the mind in the eyes” test revised version: A study with normal adults, and adults with asperger syndrome or high‐functioning autism. Journal of Child Psychology and Psychiatry, 42(2), 241–251.
5. Belhumeur, P. N., Hespanha, J. P., & Kriegman, D. J. (1997). Eigenfaces vs. fisherfaces: Recognition using class specific linear projection. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 19, 711–720.
6. Berg, T. L., Berg, A. C., Edwards, J., Maire, M., White, R., Teh, Y. W., … Forsyth, D. A. (2004). Names and faces in the news. IEEE Conference on Computer Vision and Pattern Recognition, 2, 848–854.
7. Blair, I. V., & Judd, C. M. (2010). Afrocentric facial features and stereotyping. In R. B. Adams Jr., N. Ambady, K. Nakayama, & S. Shimojo (Eds.), The science of social vision. New York: Oxford University Press.
8. Blair, I. V., Judd, C. M., & Fallman, J. L. (2004). The automaticity of race and Afrocentric facial features in social judgments. Journal of Personality and Social Psychology, 87(6), 763–778.
9. Bruce, V., & Young, A. (1986). Understanding face recognition. British Journal of Psychology, 77(3), 305–327.
10. Carré, J. M., & McCormick, C. M. (2008). In your face: Facial metrics predict aggressive behaviour in the laboratory and in varsity and professional hockey players. Proceedings of the Royal Society B: Biological Sciences, 275, 2651–2656.
11. Coin, C., & Tiberghien, G. (1997). Encoding activity and face recognition. Memory, 5, 545–568.
12. Correll, J., Park, B., Judd, C. M., & Wittenbrink, B. (2002). The police officer’s dilemma: Using ethnicity to disambiguate potentially threatening individuals. Journal of Personality and Social Psychology, 83(6), 1314.
13. Ekman, P., & Friesen, W. V. (1976). Pictures of facial affect. Palo Alto, CA: Consulting Psychologists Press.
14. Fazio, R. H., Jackson, J. R., Dunton, B. C., & Williams, C. J. (1995). Variability in automatic activation as an unobtrusive measure of racial attitudes: A bona fide pipeline? Journal of Personality and Social Psychology, 69, 1013–1027.
15. Fiedler, K. (2011). Voodoo correlations are everywhere – Not only in social neurosciences. Perspectives on Psychological Science, 6, 163–171.
16. Greenwald, A. G., & Banaji, M. R. (1995). Implicit social cognition: Attitudes, self-esteem, and stereotypes. Psychological Review, 102, 4–27.
17. Hugenberg, K., & Bodenhausen, G. V. (2003). Facing prejudice: Implicit prejudice and the perception of facial threat. Psychological Science, 14, 640–643.
18. Judd, C. M., & McClelland, G. H. (1998). Measurement. In D. Gilbert, S. T. Fiske, & G. Lindzey (Eds.), The handbook of social psychology (4th ed., pp. 180–232). New York, NY: McGraw-Hill.
19. Judd, C. M., Westerfall, J., & Kenny, D. A. (2012). Treating stimuli as a random factor in social pyshcology: A new and comprehensive solution to a pervasive but largely ignored problem. Journal of Personality and Social Psychology, 103, 54–69.
20. Kahneman, D. (2012, September 26). A proposal to deal with questions about priming effects.
21. Kanwisher, N., McDermott, J., & Chun, M. M. (1997). The fusiform face area: A module in human extrastriate cortex specialized for face perception. The Journal of Neuroscience, 17(11), 4302–4311.
22. Kenny, D. A., & Judd, C. M. (1996). A general procedure for the estimation of interdependence. Psychological Bulletin, 119, 138.
23. Kumar, N., Belhumeur, P. N., & Nayar, S. K. (2008). FaceTracer: A search engine for large collections of images with faces. Proceedings of the 10th European Conference on Computer Vision (ECCV), 340–353.
24. Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (1997). Motivated attention: Affect, activation, and action. Attention and Orienting: Sensory and Motivational Processes, 97–135.
25. Livingston, R. W., & Brewer, M. B. (2002). What are we really priming?: Cue-based versus category-based processing of facial stimuli. Journal of Personality and Social Psychology, 82, 5–18.
26. Lundqvist, D., Flykt, A., & Öhman, A. (1998). The Karolinska directed emotional faces. Stockholm, Sweden: Karolinska Institute.
27. Ma, D. S., & Correll, J. (2011). Target prototypicality moderates racial bias in the decision to shoot. Journal of Experimental Social Psychology, 47, 391–396.
28. Ma, D. S., & Devos, T. (2013). Every heart beats true, for the red, white, and blue: National identity predicts voter support. Analyses of Social Issues and Public Policy.
29. Matheson, H. E., & McMullen, P. A. (2011). A computer-generated face database with ratings on realism, masculinity, race, and stereotypy. Behavior Research Methods, 43, 224–228.
30. McConnell, A. R., & Leibold, J. M. (2001). Relations among the implicit association test, discriminatory behavior, and explicit measures of racial attitudes. Journal of Experimental Social Psychology, 37, 435–442.
31. Minear, M., & Park, D. C. (2004). A lifespan database of adult facial stimuli. Behavior Research Methods, Instruments, & Computers, 36, 630–633.
32. Morris, J. S., Friston, K. J., Büchel, C., Frith, C. D., Young, A. W., Calder, A. J., & Dolan, R. J. (1998). A neuromodulatory role for the human amygdala in processing emotional facial expressions. Brain, 121, 47–57.
33. Morton, J., & Johnson, M. H. (1991). CONSPEC and CONLERN: A two-process theory of infant face recognition. Psychological Review, 98, 164.
34. Nosek, B. A., & Bar-Anan, Y. (2012). Scientific utopia: I. Opening scientific communication. Psychological Inquiry, 23, 217–243.
35. Pascalis, O., & Kelly, D. J. (2009). The origins of face processing in humans: Phylogeny and ontogeny. Perspectives on Psychological Science, 4, 200–209.
36. Pashler, H., & Wagenmakers, E.-J. (2012). Editors’ introduction to the special section on replicability in psychological science: A crisis of confidence? Perspectives on Psychological Science, 7, 528–530.
37. Pauker, K., & Ambady, N. (2009). Multiracial faces: How categorization affects memory at the boundaries of race. Journal of Social Issues, 65, 69–86.
38. Penton-Voak, I. S., Pound, N., Little, A. C., & Perrett, D. I. (2006). Personality judgments from natural and composite facial images: More evidence for a “kernel of truth” in social perception. Social Cognition, 24, 607–640.
39. Ratner, K., Kaul, C., & Van Bavel, J. (2012). Is race erased? Decoding race from patterns of neural activity when skin color is not diagnostic of group boundaries. Social Cognitive and Affective Neuroscience, 8, 750–755.
40. Rhodes, G., Proffitt, F., Grady, J. M., & Sumich, A. (1998). Facial symmetry and the perception of beauty. Psychonomic Bulletin & Review, 5, 659–669.
41. Rowley, H. A., Baluja, S., & Kanade, T. (1998). Neural network-based face detection. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 20, 23–38.
42. Sadler, M. S., Correll, J., Park, B., & Judd, C. M. (2012). The world is not black and white: Racial bias in the decision to shoot in a multiethnic context. Journal of Social Issues, 68, 286–313.
43. Sato, W., & Yoshikawa, S. (2013). Recognition memory for faces and scenes. The Journal of General Psychology, 140, 1–15.
44. Sergent, J., Ohta, S., & MacDonald, B. (1992). Functional neuroanatomy of face and object processing A positron emission tomography study. Brain, 115(1), 15–36.
45. Steffensmeier, D., Ulmer, J., & Kramer, J. (1998). The interaction of race, gender, and age in criminal sentencing: The punishment cost of being young, black, and male. Criminology, 36, 763–798.
46. Stroebe, W., & Strack, F. (2014). The alleged crisis and the illusion of exact replication. Perspectives on Psychological Science, 9, 59–71.
47. Theeuwes, J., & Van der Stigchel, S. (2006). Faces capture attention: Evidence from inhibition of return. Visual Cognition, 13, 657–665.
48. Thomaz, C. E., & Giraldi, G. A. (2010). A new ranking method for principal components analysis and its application to face image analysis. Image and Vision Computing, 28, 902–913.
49. Todorov, A., Pakrashi, M., & Oosterhof, N. N. (2009). Evaluating faces on trustworthiness after minimal time exposure. Social Cognition, 27, 813–833.
50. Tottenham, N., Tanaka, J. W., Leon, A. C., McCarry, T., Nurse, M., Hare, T. A., … Nelson, C. (2009). The NimStim set of facial expressions: judgments from untrained research participants. Psychiatry Research, 168, 242–249.
51. Troje, N. F., & Bülthoff, H. H. (1996). Face recognition under varying poses: The role of texture and shape. Vision Research, 36, 1761–1771.
52. Wells, G. L., & Windschitl, P. D. (1999). Stimulus sampling and social psychological experimentation. Personality and Social Psychology Bulletin, 25, 1115–1125.
53. Williams, K. D., & Jarvis, B. (2006). Cyberball: A program for use in research on interpersonal ostracism and acceptance. Behavior Research Methods, 38, 174–180.
54. Willis, J., & Todorov, A. (2006). First impressions making up your mind after a 100-ms exposure to a face. Psychological Science, 17, 592–598.
55. Yong, E. (2012). Bad copy. Nature, 485, 298–300.
56. Zebrowitz, L.A. (1997) Reading faces: Window to the soul? Westview Press.