Ensemble coding: Difference between revisions

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'''Ensemble coding''', also known as '''ensemble perception''' or '''summary representation''', is the ability to see the average or variance of a group of objects. It is a theory that suggests that people process the general gist of their complex visual surroundings by grouping objects together based on shared properties. It has been demonstrated that individuals have the ability quickly and accurately encode ensembles and gather summary statistical information (like the mean and variance) from groups of stimuli.<ref>{{cite journal| vauthors = Alt NP, Goodale B, Lick DJ, Johnson KL |date= March 2019 |title=Threat in the Company of Men: Ensemble Perception and Threat Evaluations of Groups Varying in Sex Ratio|journal=Social Psychological and Personality Science|language=en|volume=10|issue=2|pages=152–159|doi=10.1177/1948550617731498|issn=1948-5506}}</ref><ref>{{cite journal | vauthors = Alvarez GA | title = Representing multiple objects as an ensemble enhances visual cognition | language = en-US | journal = Trends in Cognitive Sciences | volume = 15 | issue = 3 | pages = 122–31 | date = March 2011 | pmid = 21292539 | doi = 10.1016/j.tics.2011.01.003 | url = https://dash.harvard.edu/handle/1/41364280 }}</ref> The world is filled with redundant information of which our visual systems have become particularly sensitive to.<ref name=":0" /><ref>Whitney D, Haberman J, Sweeny T. 2014. From textures to crowds: multiple levels of summary statistical
 
perception. In The New Visual Neuroscience, ed. JS Werner, LM Chalupa, pp. 695–710. Cambridge, MA:
 
MIT Press</ref> Ensemble coding is an adaptive process that lightens cognitive effort in processing and storing visual representations through the use of heuristics.<ref>{{cite journal | vauthors = Haberman J, Whitney D | title = Seeing the mean: ensemble coding for sets of faces | journal = Journal of Experimental Psychology. Human Perception and Performance | volume = 35 | issue = 3 | pages = 718–34 | date = June 2009 | pmid = 19485687 | pmc = 2696629 | doi = 10.1037/a0013899 }}</ref><ref name=":6">{{cite book|url=https://books.google.com/?id=Kw9pAgAAQBAJ&pg=PA339&dq=haberman+#v=onepage&q&f=false|title=From Perception to Consciousness: Searching with Anne Treisman |last=Wolfe |first=Jeremy |last2=Robertson |first2=Lynn | name-list-format = vanc |date=2011-12-29|publisher=Oxford University Press|isbn=978-0-19-990984-1|language=en}}</ref>
 
== Definition ==
David Whitney and Allison Yamanashi Lieb developed an operational and flexible definition stating that, “...ensemble coding should include the following five concepts: