In:Progress in Colour Studies: Cognition, language and beyond
Edited by Lindsay W. MacDonald, Carole P. Biggam and Galina V. Paramei
[Not in series 217] 2018
► pp. 36–53
Chapter 2Ensemble perception of colour
Published online: 26 November 2018
https://doi.org/10.1075/z.217.02mau
https://doi.org/10.1075/z.217.02mau
Abstract
In order to rapidly get the gist of new scenes the brain must have mechanisms to process the large amount of visual information that enters the eye. Previous research has shown that observers can extract the average feature from briefly seen sets of multiple stimuli that vary along a certain dimension (e.g., size), a phenomenon called ensemble perception. This chapter summarizes the research that we have carried out investigating ensemble perception of hue. We have shown that observers can extract and estimate the mean hue of rapidly presented multi-colour ensembles. The ability to average hue may be driven by a subsampling mechanism (i.e. remembering just a few items), but results from autistic adults suggest that it can be modulated by local/global bias.
Keywords: ensemble perception, colour, visual summary statistics
Article outline
- 1.Introduction
- 2.Studies of ensemble perception of colour
- 2.1Ensemble membership
- 2.2Ensemble averaging
- 2.3The mechanism of colour averaging
- 2.4Ensemble perception of colour in autism
- 3.Discussion
- 3.1Summary of findings
- 3.2Future research
- 3.3Conclusion
Acknowledgements References
References (41)
Alvarez, George A. 2011. “Representing Multiple Objects as an Ensemble Enhances Visual Cognition.” Trends in Cognitive Sciences 15 (3): 122–131.
Ariely, Dan. 2001. “Seeing Sets: Representation by Statistical Properties.” Psychological Science 12 (2): 157–162.
. 2008. “Better Than Average? When Can We Say That Subsampling of Items Is Better Than Statistical Summary Representations?” Attention, Perception, & Psychophysics 70 (7): 1325–1326.
Athanasopoulos, Panos, Benjamin Dering, Alison Wiggett, Jan-Rouke Kuipers, and Guillaume Thierry. 2010. “Perceptual Shift in Bilingualism: Brain Potentials Reveal Plasticity in Pre-Attentive Colour Perception.” Cognition 116 (3): 437–443.
Bird, Chris M., Sam C. Berens, Aidan J. Horner, and Anna Franklin. 2014. “Categorical Encoding of Color in the Brain.” Proceedings of the National Academy of Sciences of the U.S.A. 111 (12): 4590–4595.
Corbett, Jennifer E., and Chris Oriet. 2011. “The Whole Is Indeed More Than the Sum of Its Parts: Perceptual Averaging in the Absence of Individual Item Representation.” Acta Psychologica 138 (2): 289–301.
Daoutis, Christine A., Michael Pilling, and Ian R. L. Davies. 2007. “Categorical Effects in Visual Search for Colour.” Visual Cognition 14 (2): 217–240.
Davidoff, Jules, Elizabeth Fonteneau, and Joel Fagot. 2008. “Local and Global Processing: Observations from a Remote Culture.” Cognition 108 (3): 702–709.
de Fockert, Jan W., and Cecilia Wolfenstein. 2009. “Rapid Extraction of Mean Identity from Sets of Faces.” Quarterly Journal of Experimental Psychology 62 (9): 1716–1722.
Demeyere, Nele, Anna Rzeskiewicz, Katharine A. Humphreys, and Glyn W. Humphreys. 2008. “Automatic Statistical Processing of Visual Properties in Simultanagnosia.” Neuropsychologia 46 (11): 2861–2864.
Frith, Uta, and Francesca Happé. 1994. “Autism: Beyond “Theory of Mind”.” Cognition 50 (1–3): 115–132.
Haberman, Jason, and David Whitney. 2010. “The Visual System Discounts Emotional Deviants When Extracting Average Expression.” Attention, Perception, & Psychophysics 72 (7): 1825–1838.
. 2012. “Ensemble Perception: Summarizing the Scene and Broadening the Limits of Visual Processing.” In From Perception to Consciousness: Searching with Anne Treisman, ed. by Jeremy Wolfe, and L. Robertson, 339–349. Oxford: Oxford University Press.
Happé, Francseca, and Uta Frith. 2006. “The Weak Coherence Account: Detail-Focused Cognitive Style in Autism Spectrum Disorders.” Journal of Autism and Developmental Disorders 36 (1): 5–25.
He, Xun, Christoph Witzel, Lewis Forder, Alexandra Clifford, and Anna Franklin. 2014. “Color Categories Only Affect Post-Perceptual Processes When Same- and Different-Category Colors are Equally Discriminable.” Journal of the Optical Society of America A 31 (4): A322–A331.
Im, Hee Yeon, and Justin Halberda. 2013. “The Effects of Sampling and Internal Noise on the Representation of Ensemble Average Size.” Attention, Perception, & Psychophysics 75 (2): 278–286.
Koldewyn, Kami, Yuhong V. Jiang, Sarah Weigelt, and Nancy Kanwisher. 2013. “Global/Local Processing in Autism: Not a Disability, But a Disinclination.” Journal of Autism and Developmental Disorders 43 (10): 2329–2340.
Kuriki, Ichiro. 2004. “Testing the Possibility of Average-Color Perception from Multi-Colored Patterns.” Optical Review 11 (4): 249–257.
Marchant, Alexander P., Daniel J. Simons, and Jan W. de Fockert. 2013. “Ensemble Representations: Effects of Set Size and Item Heterogeneity on Average Size Perception.” Acta Psychologica 142 (2): 245–250.
Maule, John, and Anna Franklin. 2015. “Effects of Ensemble Complexity and Perceptual Similarity on Rapid Averaging of Hue.” Journal of Vision 15 (4): 6.
. 2016. “Accurate Rapid Averaging of Multihue Ensembles is Due to a Limited Capacity Subsampling Mechanism.” Journal of the Optical Society of America A 33 (3): A22–A29.
Maule, John, Kirstie Stanworth, Elizabeth Pellicano, and Anna Franklin. 2017. “Ensemble Perception of Color in Autistic Adults.” Autism Research 10 (5): 839–851.
Maule, John, Christoph Witzel, and Anna Franklin. 2014. “Getting the Gist of Multiple Hues: Metric and Categorical Effects on Ensemble Perception of Hue.” Journal of the Optical Society of America A 31 (4): A93–A102.
Myczek, Kristoffer, and Daniel J. Simons. 2008. “Better Than Average: Alternatives to Statistical Summary Representations for Rapid Judgments of Average Size.” Attention, Perception & Psychophysics 70 (5): 772–788.
Parkes, Laura, Jennifer Lund, Alessandra Angelucci, Joshua A. Solomon, and Michael Morgan. 2001. “Compulsory Averaging of Crowded Orientation Signals in Human Vision.” Nature Neuroscience 4 (7):739–744.
Pellicano, Elizabeth. 2013. “Sensory Symptoms in Autism: A Blooming, Buzzing Confusion?” Child Development Perspectives 7 (3): 143–148.
Pellicano, Elizabeth, and David Burr. 2012. “When the World Becomes ‘Too Real’: A Bayesian Explanation of Autistic Perception.” Trends in Cognitive Sciences 16 (10): 504–510.
Pellicano, Elizabeth, Linda Jeffery, David Burr, and Gillian Rhodes. 2007. “Abnormal Adaptive Face-Coding Mechanisms in Children with Autism Spectrum Disorder.” Current Biology 17 (17): 1508–1512.
Rhodes, Gillian, Markus F. Neumann, Louise Ewing, and Romina Palermo. 2014. “Reduced Set Averaging of Face Identity in Children and Adolescents with Autism.” Quarterly Journal of Experimental Psychology 68 (7): 1391–1403.
Roberson, Debi, Hyensou Pak, and J. Richard Hanley. 2008. “Categorical Perception of Colour in the Left and Right Visual Field Is Verbally Mediated: Evidence from Korean.” Cognition 107 (2): 752–768.
Simons, Daniel J., and Kristoffer Myczek. 2008. “Average Size Perception and the Allure of a New Mechanism.” Attention, Perception, & Psychophysics 70 (7): 1335–1336.
Siok, Wai Ting, Paul Kay, William S. Y. Wang, Alice H. D. Chan, Lin Chen, Kang-Kwong Luke, and Li Hai Tan. 2009. “Language Regions of Brain are Operative in Color Perception.” Proceedings of the National Academy of Sciences of the U.S.A. 106 (20): 8140–8145.
Sunaga, Shoji, and Yukio Yamashita. 2007. “Global Color Impressions of Multicolored Textured Patterns with Equal Unique Hue Elements.” Color Research and Application 32 (4): 267–277.
Thierry, Guillaume, Panos Athanasopoulos, Alison Wiggett, Benjamin Dering, and Jan-Rouke Kuipers. 2009. “Unconscious Effects of Language-Specific Terminology on Preattentive Color Perception.” Proceedings of the National Academy of Sciences of the U.S.A. 106 (11): 4567–4570.
Utochkin, Igor S., and Natalia A. Tiurina. 2014. “Parallel Averaging of Size Is Possible but Range-Limited: A Reply to Marchant, Simons, and de Fockert.” Acta Psychologica 146: 7–18.
Webster, Jacquelyn, Paul Kay, and Michael A. Webster. 2014. “Perceiving the Average Hue of Color Arrays.” Journal of the Optical Society of America A 31 (4): A283–A292.
Witzel, Christoph, and Karl R. Gegenfurtner. 2013. “Categorical Sensitivity to Color Differences.” Journal of Vision 13 (7): 1.
Wright, Oliver. 2011. “Effects of Stimulus Range on Color Categorization.” In New Directions in Colour Studies, ed. by Carole P. Biggam, Carole A. Hough, Christian J. Kay, and David R. Simmons, 265–276. Amsterdam/Philadelphia: John Benjamins.
Yamanashi Leib, Allison, Ayelet N. Landau, Yihwa Baek, Sang C. Chong, and Lynn Robertson. 2012. “Extracting the Mean Size Across the Visual Field in Patients with Mild, Chronic Unilateral Neglect.” Frontiers in Human Neuroscience 6: 267.
