Abstract

Colorfulness and saturation have been neglected in research on color appearance and color naming. Perceptual particularities, such as cross-cultural stability, "focality," "uniqueness," "salience," and "prominence" have been observed for red, yellow, green, and blue when those colors were more saturated than other colors in the stimulus samples. The present study tests whether high saturation is a characteristic property of red, yellow, green, and blue, which would explain the above observations. First, we carefully determined the category prototypes and unique hues for red, yellow, green, and blue. Using different approaches in two experiments, we assessed discriminable saturation as the number of just noticeable differences away from the adaptation point (i.e., neutral gray). Results show that some hues can reach much higher levels of maximal saturation than others. However, typical and unique red, yellow, green, and blue are not particularly colorful. Many other intermediate colors have a larger range of discriminable saturation than these colors. These findings suggest that prior claims of perceptual salience of category prototypes and unique hues actually reflect biases in stimulus sets rather than perceptual properties. Additional analyses show that consistent prototype choices across fundamentally different languages are strongly related to the variation of discriminable saturation in the stimulus sets. Our findings also undermine the idea that every color can be produced by a mixture of unique hues. Finally, the measurements in this study provide a large amount of data on saturation across hues, which allows for reevaluating existing estimates of saturation in future studies.

Highlights

  • Colorfulness might provide the missing link between color perception, color appearance, and color naming, a central topic in color science and in research on the relationship between perception and language

  • The clear linear trend of just noticeable differences (JNDs) shows that these JNDs follow the Weber–Fechner law in a broader sense

  • The linear trend allowed for calculating a Weber fraction as the slope of the linear function, following Weber’s formula. This Weber fraction assesses sensitivity independent of the scaling of intensity, i.e., independent of the CIELUV radius. This makes it possible to calculate a metric of perceived intensity in which one unit corresponds to one JND, following Fechner’s discrimination scaling

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Summary

Introduction

Colorfulness might provide the missing link between color perception, color appearance, and color naming, a central topic in color science and in research on the relationship between perception and language (for review, see Lindsey & Brown, 2019; Siuda-Krzywicka, Boros, Bartolomeo, & Witzel, 2019; Witzel, 2018a; Witzel & Gegenfurtner, 2018b). Colorfulness is the attribute of a perceived color according to which the color appears to be more or less chromatic. In other words, it refers to the difference of a color from achromatic colors, such as black, white, and gray. English color terms define three achromatic (black, gray, and white) and eight chromatic categories (pink, red, orange, yellow, green, blue, purple, and brown). Apart from black and white, these unique hues correspond to pure red, yellow, green, and blue, for which ‘‘pure’’ means that the hue does not contain any of the other hues. Yellow, green, and blue are not colorful.

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