Skip to main content
Log in

“Categorical Perception” and Linguistic Categorization of Color

  • Published:
Review of Philosophy and Psychology Aims and scope Submit manuscript

Abstract

This paper offers a conceptual clarification of the phenomenon commonly referred to as categorical perception of color, both in adults and in infants. First, I argue against the common notion of categorical perception as involving a distortion of the perceptual color space. The effects observed in the categorical perception research concern categorical discrimination performance and the underlying processing; they need not directly reflect the relations of color similarity and difference. Moreover, the methodology of the research actually presupposes that the relations of similarity and difference do not vary with languages. The observed categorical perception effects should be conceived independently of the perceptual color space. Second, I challenge the usual opinion that the existing evidence on infant “categorical perception” allows us to conclude that infants perceptually categorize color, and in particular, that they have perceptual categories that resemble the basic color categories of English. Such conclusions rest on an unjustified interpretation of the infant “categorical perception” findings in terms of adult linguistic categorical boundaries. Based on the suggested new understanding, I propose that the phenomenon, as present in infants, should be conceived and examined as a possible explanatory factor with respect to the existing patterns of color naming in languages of the world.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Notes

  1. In the present paper I keep to the standard use of the latter term, following the usual definition.

  2. Cf. Fairchild (2005). To be explicit about the ontological status of color spaces: I take the ideal perceptual color space to be an abstraction over the relations of identity, similarity and difference between particular colors, rather than an independent psychological reality by which such relations could be explained. The artificial color spaces are approximations of the ideal color space conceived in this way, imperfectly capturing the similarities perceived by a normal observer. While these spaces are three-dimensional and Euclidean, it is by no means evident that the ideal perceptual color space, or one that were to capture the similarity relations exhaustively, could actually preserve these characteristics; cf. Saunders and van Brakel (1997), and Kuehni (2002).

  3. Davidoff et al. (2012) distinguish “perceptual similarity” and “categorical similarity” as two modes of judging similarity of colors, the latter being “default” and manifested in “implicit judgment tasks” such as the visual search task. That seems rather confused, since the authors completely ignore the fact that the visual search task involves no similarity judgment at all, and they present this task in line with matching-to-sample tasks where similarity judgments are more or less explicitly required (and, not surprisingly, found).

  4. We need not discuss in detail the techniques of the earlier research on infant color categorization (that is, the habituation and the novelty-preference paradigm; Bornstein et al. 1976; Franklin and Davies 2004), since it is even less clear to what extent the results reflect color similarity relations, as opposed to effects of memory and color preference.

  5. In the CP context, see the findings to the same effect in Witzel and Gegenfurtner (2013) and Roberson et al. (2009).

  6. Here, I fully adopt the somewhat non-trivial assumption made in all existing research on infant categorical perception, that the perceptual color space and its approximations in the artificial color spaces are reasonably valid even for infants as young as 4 months.

  7. I believe that the possible impression that there are such good reasons is false. In Ocelák (2013), I reject the opinion that justification for the prelinguistic salience of red, yellow, green and blue (the alleged four “unique hues”) can be drawn from the neurophysiology of color or from language independent color phenomenology. On the side of psychology, Eleanor Rosch’s influential notion of prelinguistically available, universal color categories has been severely undermined by the cross-cultural research of Debi Roberson and colleagues (Roberson et al. 2000, 2005).

  8. The conclusion of Davidoff et al. (2009) is similar, but based on contradicting experimental results, rather than on a general objection as the above.

  9. As attested in Franklin et al. (2008c).

References

  • Baronchelli, A., T. Gong, A. Puglisi, and V. Loreto. 2010. Modeling the emergence of universality in color naming patterns. Proceedings of the National Academy of Sciences, 107: 2403–2407.

    Article  Google Scholar 

  • Berlin, B., and P. Kay. 1969. Basic Color Terms: Their Universality and Evolution: Berkeley, California: University of California Press.

  • Biggam, C.P., and C.J. Kay (Eds.) 2006. Progress in Colour Studies, Vol. I: Language and Culture. Amsterdam/Philadelphia: John Benjamins.

  • Biggam, C.P., C.A. Hough, C.J. Kay, and D.R. Simmons (Eds.) 2011. New Directions in Colour Studies. Amsterdam/Philadelphia: John Benjamins Publishing Company.

  • Bird, Ch.M., S.C. Berens, A.J. Horner, and A. Franklin. 2014. Categorical encoding of color in the brain. Proceedings of the National Academy of Sciences, 111: 4590–4595.

    Article  Google Scholar 

  • Bornstein, M., W. Kessen, and S. Weiskopf. 1976. Color vision and hue categorisation in young human infants. Journal of Experimental Psychology: Human Perception and Performance, 2: 115–129.

    Google Scholar 

  • Brown, A.M., D.T. Lindsey, and K.M. Guckes. 2011. Color names, color categories, and color-cued visual search: Sometimes, color perception is not categorical. Journal of Vision, 11: 1–21.

    Article  Google Scholar 

  • Clifford, A., A. Franklin, I.R.L. Davies, and A. Holmes. 2009. Electrophysiological markers of categorical perception of color in 7-month old infants. Brain and Cognition, 71: 165–172.

    Article  Google Scholar 

  • Clifford, A., A. Franklin, A. Holmes, and I.R.L. Davies. 2011. Investigating the underlying mechanisms of categorical perception of colour using the event-related potential technique. In New Directions in Colour Studies, eds. Biggam C.P., Hough C.A., Kay C.J., and Simmons D.R., 237–249. John Benjamins Publishing Company, Amsterdam/Philadelphia.

  • Clifford, A., A. Franklin, A. Holmes, V.G. Drivonikou, E. Özgen, and I.R.L. Davies. 2012. Neural correlates of acquired category effects. Brain and Cognition, 80: 126–143.

    Article  Google Scholar 

  • Davidoff, J., and J. Fagot. 2010. Cross-species assessment of the linguistic origins of color categories. Comparative Cognition and Behavior Reviews, 5: 100–116.

    Article  Google Scholar 

  • Davidoff, J., J. Goldstein, and D. Roberson. 2009. Nature vs. nurture: the simple contrast. Journal of Experimental Child Psychology, 102: 246–250.

    Article  Google Scholar 

  • Davidoff, J., J. Goldstein, I. Tharp, E. Wakui, and J. Fagot. 2012. Perceptual and categorical judgments of colour similarity. Journal of cognitive psychology: 1–22.

  • Dedrick, D. 1998. Naming the Rainbow: Colour Language, Colour Science, and Culture: Dordrecht, The Netherlands: Kluwer Academic Publishers.

  • Drivonikou, G., A. Clifford, A. Franklin, and E. Özgen. 2011. Category training affects colour discrimination but only in the right visual field. In New Directions in Colour Studies, eds. Biggam C.P., Hough C.A., Kay C.J., and Simmons D.R., 251–264. John Benjamins Publishing Company, Amsterdam/Philadelphia.

  • Fairchild, M.D. 2005. Color Appearance Models.: The Wiley-IS&T Series in Imaging Science and Technology. Chichester, England: Wiley.

  • Franklin, A., and I.R.L. Davies. 2004. New evidence for infant colour categories. British Journal of Developmental Psychology, 22: 349–377.

    Article  Google Scholar 

  • Franklin, A., and I.R.L. Davies. 2006. Converging evidence for pre-linguistic colour categorization. In Progress in Colour Studies, Vol. II: Psychological Aspects, eds. Pitchford N.J. and Biggam C.P., 101–119. John Benjamins, Amsterdam/Philadelphia.

  • Franklin, A., A. Clifford, E. Williamson, and I.R.L. Davies. 2005a. Color term knowledge does not affect categorical perception of color in toddlers. Journal of Experimental, Child, Psychology, 90: 114–141.

    Article  Google Scholar 

  • Franklin, A., M. Pilling, and I.R.L. Davies. 2005b. The nature of infant colour categorisation: Evidence from eye-movements on a target detection task. Journal of Experimental Child Psychology 22: 349–377.

    Google Scholar 

  • Franklin, A., G.V. Drivonikou, L. Bevis, I.R.L. Davies, P. Kay, and T. Regier. 2008a. Categorical perception of color is lateralized to the right hemisphere in infants, but to the left hemisphere in adults. Proceedings of the National Academy of Sciences, 105: 3221–3225.

    Article  Google Scholar 

  • Franklin, A., G.V. Drivonikou, A. Clifford, P. Kay, T. Regier, and I.R.L. Davies. 2008b. Lateralization of categorical perception of color changes with color term acquisition. Proceedings of the National Academy of Sciences, 105: 18221–18225.

    Article  Google Scholar 

  • Franklin, A., N. Pitchford, L. Hart, I.R.L. Davies, S. Clausse, and S. Jennings. 2008c. Salience of primary and secondary colours in infancy. British Journal of Developmental Psychology 26: 471–483.

    Article  Google Scholar 

  • Franklin, A., O. Wright, and I.R.L. Davies. 2009. What can we learn from toddlers about categorical perception of color? Comments on Goldstein, Davidoff and Roberson. Journal of Experimental Child Psychology 102: 239–245.

    Article  Google Scholar 

  • Hanley, J.R., and D. Roberson. 2011. Categorical perception effects reflect differences in typicality on within-category trials. Psychonomic Bulletin and Review 18: 355–363.

    Article  Google Scholar 

  • Harnad, S. 1987. Psychophysical and cognitive aspects of categorical perception: A critical overview. In Categorical perception: the groundwork of cognition, ed. Harnad S., 535–565. Cambridge, Cambridge University Press.

    Google Scholar 

  • Jäger, G., and R. van Rooij. 2007. Language structure: psychological and social constraints. Synthese, 159: 99–130.

    Article  Google Scholar 

  • Jameson, K.J., and N.L. Komarova. 2009a. Evolutionary models of color categorization. I. Population categorization systems based on normal and dichromat observers. Journal of the Optical Society of America, 26: 1414–1423.

    Article  Google Scholar 

  • Jameson, K.J., and N.L. Komarova. 2009b. Evolutionary models of color categorization. II. Realistic observer models and population heterogeneity. Journal of the Optical Society of America, 26: 1424–1436.

    Article  Google Scholar 

  • Jraissati, Y. 2012. Categorical perception of color: assessing the role of language. Croatian Journal of Philosophy, 12: 439–462.

    Google Scholar 

  • Kay, P. 2005. Color categories are not arbitrary. Cross-Cultural Research, 39: 39–55.

    Article  Google Scholar 

  • Kay, P., and W. Kempton. 1984. What is the Sapir-Whorf hypothesis? American Anthropologist, 86: 65–79.

    Article  Google Scholar 

  • Kay, P., and L. Maffi. 1999. Color appearance and the emergence and evolution of basic color lexicons. American Anthropologist 101: 743–760.

    Article  Google Scholar 

  • Kay, P., and T. Regier. 2003. Resolving the question of color naming universals. Proceedings of the National Academy of Sciences 100: 9085–9089.

    Article  Google Scholar 

  • Kay, P., B. Berlin, L. Maffi, W.R. Merrifield, and R. Cook. 2009. The World Color Survey. Stanford: Center for the Study of Language and Information.

  • Kuehni, R.G. 2002. CIEDE2000: Milestone, or final answer? Color Research and Application, 27: 126–127.

    Article  Google Scholar 

  • Loreto, V., A. Mukherjee, and F. Tria. 2012. On the origin of the hierarchy of color names. Proceedings of the National Academy of Sciences, 109: 6819–6824.

    Article  Google Scholar 

  • Lucy, J.A. 1997. The linguistics of “color”. In Color Categories in Thought and Language, eds. Hardin C.L. and Maffi L., 320–346. Cambridge University Press.

  • MacLaury, R.E., G.V. Paramei, and D. Dedrick (Eds.) 2007. Anthropology of Colour: Interdisciplinary Multilevel Modeling. Amsterdam/Philadelphia: John Benjamins Publishing Company.

  • Ocelák, R. The myth of unique hues. To appear in Topoi. doi:10.1007/s11245-014-9249-4.

  • Ocelák, R. 2013. Carving up the rainbow: how to model linguistic categorization of color. University of Amsterdam, The Netherlands: Master of Logic (MoL) Thesis Series, ILLC.

    Google Scholar 

  • Özgen, E., and I.R.L. Davies. 2002. Acquisition of categorical colour perception: A perceptual learning approach to the linguistic relativity hypothesis. Journal of Experimental Psychology: General, 131: 477–493.

    Article  Google Scholar 

  • Ozturk, O., S. Shayan, U. Liszkowski, and A. Majid. 2013. Language is not necessary for color categories. Developmental Science, 16: 111–115.

    Article  Google Scholar 

  • Pilling, M., and I.R.L. Davies. 2004. Linguistic relativism and colour cognition. British Journal of Psychology, 95: 429–455.

    Article  Google Scholar 

  • Regier, T., P. Kay, and N. Khetarpal. 2007. Color naming reflects optimal partitions of color space. Proceedings of the National Academy of Sciences, 104: 1436–1441.

    Article  Google Scholar 

  • Roberson, D., J. Davidoff, and N. Braisby. 1999. Similarity and categorisation: neuropsychological evidence for a dissociation in explicit categorisation tasks. Cognition, 71: 1–42.

    Article  Google Scholar 

  • Roberson, D., I. Davies, and J. Davidoff. 2000. Color categories are not universal: Replications and evidence form a stone-age culture. Journal of Experimental Psychology: General, 126: 369–398.

    Article  Google Scholar 

  • Roberson, D., J. Davidoff, I.R. Davies, and L.R. Shapiro. 2005. Color categories: evidence for the cultural relativity hypothesis. Cognitive psychology 50: 378–411.

    Article  Google Scholar 

  • Roberson, D., J.R. Hanley, and H. Pak. 2009. Thresholds for color discrimination in english and korean speakers. Cognition 112: 482–487.

    Article  Google Scholar 

  • Saunders, B. 2000. Revisiting Basic color terms. The Journal of the Royal Anthropological Institute, 6: 81–99.

    Article  Google Scholar 

  • Saunders, B., and J. van Brakel. 1997. Are there nontrivial constraints on colour categorization? Behavioral and Brain Sciences 20: 167–228.

    Article  Google Scholar 

  • Steels, L., and T. Belpaeme. 2005. Coordinating perceptually grounded categories through language: A case study for colour. Behavioral and Brain Sciences, 28: 469–529.

    Google Scholar 

  • Winawer, J., N. Witthoft, M.C. Frank, L. Wu, A.R. Wade, and L. Boroditsky. 2007. Russian blues reveal effects of language on color discrimination. Proceedings of the National Academy of Sciences, 104: 7780–7785.

    Article  Google Scholar 

  • Witzel, C., and K.R. Gegenfurtner. 2013. Categorical sensitivity to color differences. Journal of Vision, 13: 1–33.

    Article  Google Scholar 

Download references

Acknowledgments

This paper draws on chapter 6 of the thesis Ocelák (2013), defended at the University of Amsterdam and supervised by Martin Stokhof. Valuable comments on previous versions were provided by him, by Lieven Decock, and by two anonymous reviewers. Any remaining faults are solely my responsibility. The study gained support from the project GA UK 330214 “Color and Meaning” at Charles University as well as from the Programme for the Development of Fields of Study at Charles University, No. P13 Rationality in human sciences, sub-programme Knowledge and Normativity.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Radek Ocelák.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ocelák, R. “Categorical Perception” and Linguistic Categorization of Color. Rev.Phil.Psych. 7, 55–70 (2016). https://doi.org/10.1007/s13164-015-0237-4

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13164-015-0237-4

Keywords

Navigation