Influence of global and local features on parallel object identification

Background: The present study concerns parallel and serial processing of visual information, or more specifically, whether visual objects are identified successively or simultaneously in multiple object stimulus. Some findings in scene perception demonstrate the potential parallel processing of diff...

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Published inF1000 research Vol. 7; p. 660
Main Author Šoliūnas, Alvydas
Format Journal Article
LanguageEnglish
Published 2018
Online AccessGet full text
ISSN2046-1402
2046-1402
DOI10.12688/f1000research.14468.1

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Abstract Background: The present study concerns parallel and serial processing of visual information, or more specifically, whether visual objects are identified successively or simultaneously in multiple object stimulus. Some findings in scene perception demonstrate the potential parallel processing of different sources of information in a stimulus; however, more extensive investigation is needed. Methods: We presented one, two or three visual objects of different categories for 100 ms and afterwards asked subjects whether a specified category was present in the stimulus. We varied the number of objects, the number of categories and the type of object shape distortion (distortion of either global or local features).  Results: The response time and accuracy data corresponded to data from a previous experiment, which demonstrated that performance efficiency mostly depends on the number of categories but not on the number of objects. Two and three objects of the same category were identified with the same accuracy and the same response time, but two objects were identified faster and more accurately than three objects if they belonged to different categories. Distortion type did not affect the pattern of performance. Conclusions: The findings suggest the idea that objects of the same category can be identified simultaneously and that identification involves both local and global features.
AbstractList Background: The present study concerns parallel and serial processing of visual information, or more specifically, whether visual objects are identified successively or simultaneously in multiple object stimulus. Some findings in scene perception demonstrate the potential parallel processing of different sources of information in a stimulus; however, more extensive investigation is needed. Methods: We presented one, two or three visual objects of different categories for 100 ms and afterwards asked subjects whether a specified category was present in the stimulus. We varied the number of objects, the number of categories and the type of object shape distortion (distortion of either global or local features).  Results: The response time and accuracy data corresponded to data from a previous experiment, which demonstrated that performance efficiency mostly depends on the number of categories but not on the number of objects. Two and three objects of the same category were identified with the same accuracy and the same response time, but two objects were identified faster and more accurately than three objects if they belonged to different categories. Distortion type did not affect the pattern of performance. Conclusions: The findings suggest the idea that objects of the same category can be identified simultaneously and that identification involves both local and global features.
Author Šoliūnas, Alvydas
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Cites_doi 10.3389/fnhum.2017.00312
10.3758/BF03200774
10.1371/journal.pone.0102819
10.1037/0096-1523.32.5.1107
10.1016/j.jneumeth.2006.11.017
10.1111/j.0956-7976.2005.00796.x
10.7287/peerj.preprints.26666v1
10.1016/j.visres.2003.11.014
10.1068/p210765
10.1037/a0013624
10.1111/j.0956-7976.2004.00719.x
10.1037/0033-295X.94.2.115
10.1016/j.visres.2007.09.013
10.5256/f1000research.14468.d204177
10.3758/BF03195503
10.1016/j.tics.2004.06.003
10.3758/BF03193280
10.1037/a0020553
10.1016/S1364-6613(99)01332-7
10.1016/0010-0285(80)90005-5
10.1162/jocn.2008.20027
10.1146/annurev.ne.16.030193.002101
10.7551/mitpress/1605.001.0001
10.1037/0033-295X.98.3.335
10.1016/S0001-6918(98)00053-5
10.1038/nn866
10.1523/JNEUROSCI.0582-17.2017
10.3758/BF03194073
10.1167/10.3.11
10.1167/8.13.11
10.1037/0096-1523.23.2.464
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References S de la Rosa (ref-7) 2011; 37
J Enns (ref-8) 1991; 98
G Rousselet (ref-30) 2004a; 44
M Green (ref-12) 1992; 21
O Joubert (ref-17) 2007; 47
D Alais (ref-1) 2004
W Merigan (ref-24) 1993; 16
G Rousselet (ref-31) 2004b; 8
S Kimball (ref-19) 2013
(ref-28) 2012
F Kobylka (ref-20) 2017; 11
K Forster (ref-9) 2003; 35
J Peirce (ref-26) 2007; 162
D Marr (ref-23) 1982
O Joubert (ref-18) 2008; 8
M Mack (ref-22) 2010; 10
J Davenport (ref-5) 2007; 35
M Auckland (ref-2) 2007; 14
M Potter (ref-27) 2009; 35
C Green (ref-13) 2006; 32
I Biederman (ref-3) 1987; 94
J Davenport (ref-6) 2004; 15
G Rousselet (ref-29) 2002; 5
J Wolfe (ref-35) 1994; 1
T Brandman (ref-4) 2017; 37
C Gagne (ref-10) 2014; 9
A Soliunas (ref-32) 2018; 6
K Grill-Spector (ref-14) 2005; 16
D Leopold (ref-21) 1999; 3
K Nakayama (ref-25) 1995
A Šoliūnas (ref-36) 2018
A Treisman (ref-34) 1980; 12
A Hollingworth (ref-16) 1999; 102
I Gilchrist (ref-11) 1997; 23
N Gronau (ref-15) 2008; 20
(ref-33) 2004
References_xml – volume: 11
  start-page: 312
  year: 2017
  ident: ref-20
  article-title: Object Localization Does Not Imply Awareness of Object Category at the Break of Continuous Flash Suppression.
  publication-title: Front Hum Neurosci.
  doi: 10.3389/fnhum.2017.00312
– volume: 1
  start-page: 202-238
  year: 1994
  ident: ref-35
  article-title: Guided search 2.0 A revised model of visual search.
  publication-title: Psychon Bull Rev.
  doi: 10.3758/BF03200774
– volume: 9
  start-page: e102819
  year: 2014
  ident: ref-10
  article-title: Do simultaneously viewed objects influence scene recognition individually or as groups? Two perceptual studies.
  publication-title: PLoS One.
  doi: 10.1371/journal.pone.0102819
– volume: 32
  start-page: 1107-1119
  year: 2006
  ident: ref-13
  article-title: Familiar interacting object pairs are perceptually grouped.
  publication-title: J Exp Psychol Hum Percept Perform.
  doi: 10.1037/0096-1523.32.5.1107
– year: 1982
  ident: ref-23
  article-title: Vision: A Computational Investigation into the Human Representation and Processing of Visual Information.
– volume: 162
  start-page: 8-13
  year: 2007
  ident: ref-26
  article-title: PsychoPy--Psychophysics software in Python.
  publication-title: J Neurosci Methods.
  doi: 10.1016/j.jneumeth.2006.11.017
– volume: 16
  start-page: 152-60
  year: 2005
  ident: ref-14
  article-title: Visual recognition: as soon as you know it is there, you know what it is.
  publication-title: Psychol Sci.
  doi: 10.1111/j.0956-7976.2005.00796.x
– volume: 6
  start-page: e26666v1
  year: 2018
  ident: ref-32
  article-title: Multiple object categorization and effect of spatial frequencies.
  publication-title: PeerJ Preprints.
  doi: 10.7287/peerj.preprints.26666v1
– volume: 44
  start-page: 877-94
  year: 2004a
  ident: ref-30
  article-title: Processing of one, two or four natural scenes in humans: the limits of parallelism.
  publication-title: Vision Res.
  doi: 10.1016/j.visres.2003.11.014
– volume: 21
  start-page: 765-77
  year: 1992
  ident: ref-12
  article-title: Visual search: detection, identification, and localization.
  publication-title: Perception.
  doi: 10.1068/p210765
– volume: 35
  start-page: 28-38
  year: 2009
  ident: ref-27
  article-title: Detecting and remembering simultaneous pictures in a rapid serial visual presentation.
  publication-title: J Exp Psychol Hum Percept Perform.
  doi: 10.1037/a0013624
– volume: 15
  start-page: 559-564
  year: 2004
  ident: ref-6
  article-title: Scene Consistency in Object and Background Perception.
  publication-title: Psychol Sci.
  doi: 10.1111/j.0956-7976.2004.00719.x
– volume: 94
  start-page: 115-147
  year: 1987
  ident: ref-3
  article-title: Recognition-by-components: A theory of human image understanding.
  publication-title: Psychol Rev.
  doi: 10.1037/0033-295X.94.2.115
– year: 2004
  ident: ref-33
  article-title: [Statistica 7.0].
– year: 2013
  ident: ref-19
  article-title: GNU Imagine Manipulation Program
– year: 2012
  ident: ref-28
  article-title: [E-Prime 2.0].
– volume: 47
  start-page: 3286-97
  year: 2007
  ident: ref-17
  article-title: Processing scene context: fast categorization and object interference.
  publication-title: Vision Res.
  doi: 10.1016/j.visres.2007.09.013
– year: 2018
  ident: ref-36
  article-title: Dataset 1 in: Influence of global and local features on parallel object identification.
  publication-title: F1000Research.
  doi: 10.5256/f1000research.14468.d204177
– volume: 35
  start-page: 116-124
  year: 2003
  ident: ref-9
  article-title: DMDX: A Windows display program with millisecond accuracy.
  publication-title: Behav Res Methods Instrum Comput.
  doi: 10.3758/BF03195503
– volume: 8
  start-page: 363-70
  year: 2004b
  ident: ref-31
  article-title: How parallel is visual processing in the ventral pathway?
  publication-title: Trends Cogn Sci.
  doi: 10.1016/j.tics.2004.06.003
– volume: 35
  start-page: 393-401
  year: 2007
  ident: ref-5
  article-title: Consistency effects between objects in scenes.
  publication-title: Mem Cognit.
  doi: 10.3758/BF03193280
– volume: 37
  start-page: 38-47
  year: 2011
  ident: ref-7
  article-title: Visual object detection, categorization, and identification tasks are associated with different time courses and sensitivities.
  publication-title: J Exp Psychol Hum Percept Perform.
  doi: 10.1037/a0020553
– volume: 3
  start-page: 254-264
  year: 1999
  ident: ref-21
  article-title: Multistable phenomena: changing views in perception.
  publication-title: Trends Cogn Sci.
  doi: 10.1016/S1364-6613(99)01332-7
– volume: 12
  start-page: 97-136
  year: 1980
  ident: ref-34
  article-title: A feature-integration theory of attention.
  publication-title: Cogn Psychol.
  doi: 10.1016/0010-0285(80)90005-5
– volume: 20
  start-page: 371-388
  year: 2008
  ident: ref-15
  article-title: Integrated contextual representation for objects' identities and their locations.
  publication-title: J Cogn Neurosci.
  doi: 10.1162/jocn.2008.20027
– volume: 16
  start-page: 369-402
  year: 1993
  ident: ref-24
  article-title: How parallel are the primate visual pathways?
  publication-title: Annu Rev Neurosci.
  doi: 10.1146/annurev.ne.16.030193.002101
– year: 2004
  ident: ref-1
  article-title: Binocular Rivalry.
  doi: 10.7551/mitpress/1605.001.0001
– volume: 98
  start-page: 335-351
  year: 1991
  ident: ref-8
  article-title: Preattentive recovery of three-dimensional orientation from line drawings.
  publication-title: Psychol Rev.
  doi: 10.1037/0033-295X.98.3.335
– volume: 102
  start-page: 319-343
  year: 1999
  ident: ref-16
  article-title: Object identification is isolated from scene semantic constraint: evidence from object type and token discrimination.
  publication-title: Acta Psychol (Amst).
  doi: 10.1016/S0001-6918(98)00053-5
– volume: 5
  start-page: 629-30
  year: 2002
  ident: ref-29
  article-title: Parallel processing in high-level categorization of natural images.
  publication-title: Nat Neurosci.
  doi: 10.1038/nn866
– start-page: 1-70
  year: 1995
  ident: ref-25
  article-title: Visual surface representation: A critical link between lower-level and higher-level vision.
– volume: 37
  start-page: 7700-7710
  year: 2017
  ident: ref-4
  article-title: Interaction between Scene and Object Processing Revealed by Human fMRI and MEG Decoding.
  publication-title: J Neurosci.
  doi: 10.1523/JNEUROSCI.0582-17.2017
– volume: 14
  start-page: 332-337
  year: 2007
  ident: ref-2
  article-title: Nontarget objects can influence perceptual processes during object recognition.
  publication-title: Psychon Bull Rev.
  doi: 10.3758/BF03194073
– volume: 10
  start-page: 11.1-11
  year: 2010
  ident: ref-22
  article-title: Modeling categorization of scenes containing consistent versus inconsistent objects.
  publication-title: J Vis.
  doi: 10.1167/10.3.11
– volume: 8
  start-page: 11.1-18
  year: 2008
  ident: ref-18
  article-title: Early interference of context congruence on object processing in rapid visual categorization of natural scenes.
  publication-title: J Vis.
  doi: 10.1167/8.13.11
– volume: 23
  start-page: 464-480
  year: 1997
  ident: ref-11
  article-title: Luminance and edge information in grouping: A study using visual search.
  publication-title: J Exp Psychol Hum Percept Perform.
  doi: 10.1037/0096-1523.23.2.464
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