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Face Colors Code

Data and code for Hasantash et al, Paradoxical impact of memory on color appearance of faces, Nature Communications (2019).

Details

What is the function of color vision? The authors found that when retinal mechanisms of color are impaired, memory has a paradoxical impact on color appearance that is selective for faces, providing evidence that color contributes to face encoding and social communication.

Learn More (Go to the publication: Abstract: What is color vision for? Here, we compared the extent to which memory modulates color perception of objects and faces. Participants made color matches of stimuli illuminated by low-pressure sodium light, which renders scenes objectively monochromatic. Matches for fruit were not predicted by stimulus identity. In contrast, matches for faces were predictable, but surprising: Participants matched faces green and reported that faces looked sick. Hands and skin in masked faces were not matched green. The results suggest that the brain has a strong prior for skin color, which when violated in the face context triggers an error signal seen as greenness and interpreted as sickness. The results are consistent with a Bayesian observer in which skin-color statistics determine both encoding and decoding of sensory information. The color-matching data suggest that the face-color prior is established by visual signals arising from the recently evolved L-M cone system, not the older S-cone channel. Taken together, the results support the idea that trichromatic color plays an especially important role in social communication.)

The following file is available:

Face Color Code(5.31 MB) - contains data and analysis code

  • Citation

    Authors:

    • Maryam Hasantash* (Institute for Research in Fundamental Sciences, Iran)
    • Rosa Lafer-Sousa* (Department of Brain and Cognitive Sciences, MIT, Cambridge MA 02139)
    • Arash Afraz (National Institute of Mental Health, NIH, Bethesda MD, 20892)
    • Bevil R. Conway (National Institute of Mental Health, NIH, Bethesda MD, 20892; National Eye Institute, NIH, Bethesda MD, 20892)

    *These authors contributed equally

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