Literature DB >> 31342407

Scene semantics involuntarily guide attention during visual search.

Taylor R Hayes1, John M Henderson2,3.   

Abstract

During scene viewing, is attention primarily guided by low-level image salience or by high-level semantics? Recent evidence suggests that overt attention in scenes is primarily guided by semantic features. Here we examined whether the attentional priority given to meaningful scene regions is involuntary. Participants completed a scene-independent visual search task in which they searched for superimposed letter targets whose locations were orthogonal to both the underlying scene semantics and image salience. Critically, the analyzed scenes contained no targets, and participants were unaware of this manipulation. We then directly compared how well the distribution of semantic features and image salience accounted for the overall distribution of overt attention. The results showed that even when the task was completely independent from the scene semantics and image salience, semantics explained significantly more variance in attention than image salience and more than expected by chance. This suggests that salient image features were effectively suppressed in favor of task goals, but semantic features were not suppressed. The semantic bias was present from the very first fixation and increased non-monotonically over the course of viewing. These findings suggest that overt attention in scenes is involuntarily guided by scene semantics.

Entities:  

Keywords:  Attention; Salience; Scene perception; Semantics; Visual search

Year:  2019        PMID: 31342407     DOI: 10.3758/s13423-019-01642-5

Source DB:  PubMed          Journal:  Psychon Bull Rev        ISSN: 1069-9384


  20 in total

1.  When meaning matters: The temporal dynamics of semantic influences on visual attention.

Authors:  Floor de Groot; Falk Huettig; Christian N L Olivers
Journal:  J Exp Psychol Hum Percept Perform       Date:  2015-08-31       Impact factor: 3.332

Review 2.  Building the gist of a scene: the role of global image features in recognition.

Authors:  Aude Oliva; Antonio Torralba
Journal:  Prog Brain Res       Date:  2006       Impact factor: 2.453

3.  Natural-scene perception requires attention.

Authors:  Michael A Cohen; George A Alvarez; Ken Nakayama
Journal:  Psychol Sci       Date:  2011-08-12

4.  Dissociation of salience-driven and content-driven spatial attention to scene category with predictive decoding of gaze patterns.

Authors:  Thomas P O'Connell; Dirk B Walther
Journal:  J Vis       Date:  2015       Impact factor: 2.240

5.  What Do Different Evaluation Metrics Tell Us About Saliency Models?

Authors:  Zoya Bylinskii; Tilke Judd; Aude Oliva; Antonio Torralba; Fredo Durand
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2018-03-13       Impact factor: 6.226

6.  The time course of picture viewing.

Authors:  J R Antes
Journal:  J Exp Psychol       Date:  1974-07

Review 7.  Computational modelling of visual attention.

Authors:  L Itti; C Koch
Journal:  Nat Rev Neurosci       Date:  2001-03       Impact factor: 34.870

8.  Meaning guides attention during scene viewing, even when it is irrelevant.

Authors:  Candace E Peacock; Taylor R Hayes; John M Henderson
Journal:  Atten Percept Psychophys       Date:  2019-01       Impact factor: 2.199

9.  Intrusive effects of semantic information on visual selective attention.

Authors:  George L Malcolm; Michelle Rattinger; Sarah Shomstein
Journal:  Atten Percept Psychophys       Date:  2016-10       Impact factor: 2.199

10.  The influence of a scene preview on eye movement behavior in natural scenes.

Authors:  Nicola C Anderson; Mieke Donk; Martijn Meeter
Journal:  Psychon Bull Rev       Date:  2016-12
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  13 in total

1.  Where the action could be: Speakers look at graspable objects and meaningful scene regions when describing potential actions.

Authors:  Gwendolyn Rehrig; Candace E Peacock; Taylor R Hayes; John M Henderson; Fernanda Ferreira
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2020-04-09       Impact factor: 3.051

2.  The Structure of Systematicity in the Brain.

Authors:  Randall C O'Reilly; Charan Ranganath; Jacob L Russin
Journal:  Curr Dir Psychol Sci       Date:  2022-03-24

3.  Rapid Extraction of the Spatial Distribution of Physical Saliency and Semantic Informativeness from Natural Scenes in the Human Brain.

Authors:  John E Kiat; Taylor R Hayes; John M Henderson; Steven J Luck
Journal:  J Neurosci       Date:  2021-11-08       Impact factor: 6.709

4.  Look at what I can do: Object affordances guide visual attention while speakers describe potential actions.

Authors:  Gwendolyn Rehrig; Madison Barker; Candace E Peacock; Taylor R Hayes; John M Henderson; Fernanda Ferreira
Journal:  Atten Percept Psychophys       Date:  2022-04-28       Impact factor: 2.157

5.  Image complexity analysis with scanpath identification using remote gaze estimation model.

Authors:  Mohsina Ishrat; Pawanesh Abrol
Journal:  Multimed Tools Appl       Date:  2020-06-20       Impact factor: 2.757

6.  Disrupted object-scene semantics boost scene recall but diminish object recall in drawings from memory.

Authors:  Wilma A Bainbridge; Wan Y Kwok; Chris I Baker
Journal:  Mem Cognit       Date:  2021-05-24

7.  Looking for Semantic Similarity: What a Vector-Space Model of Semantics Can Tell Us About Attention in Real-World Scenes.

Authors:  Taylor R Hayes; John M Henderson
Journal:  Psychol Sci       Date:  2021-07-12

8.  When scenes speak louder than words: Verbal encoding does not mediate the relationship between scene meaning and visual attention.

Authors:  Gwendolyn Rehrig; Taylor R Hayes; John M Henderson; Fernanda Ferreira
Journal:  Mem Cognit       Date:  2020-10

9.  Center Bias Does Not Account for the Advantage of Meaning Over Salience in Attentional Guidance During Scene Viewing.

Authors:  Candace E Peacock; Taylor R Hayes; John M Henderson
Journal:  Front Psychol       Date:  2020-07-28

10.  Where the eyes wander: The relationship between mind wandering and fixation allocation to visually salient and semantically informative static scene content.

Authors:  Kristina Krasich; Greg Huffman; Myrthe Faber; James R Brockmole
Journal:  J Vis       Date:  2020-09-02       Impact factor: 2.240

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