Literature DB >> 22031908

When more is less: extraction of summary statistics benefits from larger sets.

Nicolas Robitaille1, Irina M Harris.   

Abstract

Despite several processing limitations that have been identified in the visual system, research shows that statistical information about a set of objects could be perceived as accurately as the information about a single object. It has been suggested that extraction of summary statistics represents a different mode of visual processing, which employs a parallel mechanism free of capacity limitations. Here, we demonstrate, using reaction time measures, that increasing the number of stimuli in the set results in faster reaction times and better accuracy for estimating the mean tendency of a set. These results provide clear evidence that extraction of summary statistics relies on a distributed attention mode that operates across the whole display at once and that this process benefits from larger samples across which the summary statistics are calculated.

Mesh:

Year:  2011        PMID: 22031908     DOI: 10.1167/11.12.18

Source DB:  PubMed          Journal:  J Vis        ISSN: 1534-7362            Impact factor:   2.240


  25 in total

1.  The perceptual processing capacity of summary statistics between and within feature dimensions.

Authors:  Mouna Attarha; Cathleen M Moore
Journal:  J Vis       Date:  2015       Impact factor: 2.240

2.  Roles of saliency and set size in ensemble averaging.

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Journal:  Atten Percept Psychophys       Date:  2021-04       Impact factor: 2.199

3.  Set size and ensemble perception of numerical value.

Authors:  Kassandra R Lee; Taylor D Dague; Kenith V Sobel; Nickolas J Paternoster; Amrita M Puri
Journal:  Atten Percept Psychophys       Date:  2021-01-03       Impact factor: 2.199

4.  The capacity limitations of orientation summary statistics.

Authors:  Mouna Attarha; Cathleen M Moore
Journal:  Atten Percept Psychophys       Date:  2015-05       Impact factor: 2.199

5.  Color variance and achromatic settings.

Authors:  Siddhart S Rajendran; Michael A Webster
Journal:  J Opt Soc Am A Opt Image Sci Vis       Date:  2020-04-01       Impact factor: 2.129

6.  Not all summary statistics are made equal: Evidence from extracting summaries across time.

Authors:  Bjorn Hubert-Wallander; Geoffrey M Boynton
Journal:  J Vis       Date:  2015       Impact factor: 2.240

7.  A half-second glimpse often lets radiologists identify breast cancer cases even when viewing the mammogram of the opposite breast.

Authors:  Karla K Evans; Tamara Miner Haygood; Julie Cooper; Anne-Marie Culpan; Jeremy M Wolfe
Journal:  Proc Natl Acad Sci U S A       Date:  2016-08-29       Impact factor: 11.205

8.  Summary statistics of size: fixed processing capacity for multiple ensembles but unlimited processing capacity for single ensembles.

Authors:  Mouna Attarha; Cathleen M Moore; Shaun P Vecera
Journal:  J Exp Psychol Hum Percept Perform       Date:  2014-04-14       Impact factor: 3.332

9.  Perceiving the average hue of color arrays.

Authors:  Jacquelyn Webster; Paul Kay; Michael A Webster
Journal:  J Opt Soc Am A Opt Image Sci Vis       Date:  2014-04-01       Impact factor: 2.129

10.  Ensemble crowd perception: a viewpoint-invariant mechanism to represent average crowd identity.

Authors:  Allison Yamanashi Leib; Jason Fischer; Yang Liu; Sang Qiu; Lynn Robertson; David Whitney
Journal:  J Vis       Date:  2014-07-29       Impact factor: 2.240

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