Literature DB >> 28687603

Interaction between Scene and Object Processing Revealed by Human fMRI and MEG Decoding.

Talia Brandman1, Marius V Peelen2.   

Abstract

Scenes strongly facilitate object recognition, such as when we make out the shape of a distant boat on the water. Yet, although known to interact in perception, neuroimaging research has primarily provided evidence for separate scene- and object-selective cortical pathways. This raises the question of how these pathways interact to support context-based perception. Here we used a novel approach in human fMRI and MEG studies to reveal supra-additive scene-object interactions. Participants (men and women) viewed degraded objects that were hard to recognize when presented in isolation but easy to recognize within their original scene context, in which no other associated objects were present. fMRI decoding showed that the multivariate representation of the objects' category (animate/inanimate) in object-selective cortex was strongly enhanced by the presence of scene context, even though the scenes alone did not evoke category-selective response patterns. This effect in object-selective cortex was correlated with concurrent activity in scene-selective regions. MEG decoding results revealed that scene-based facilitation of object processing peaked at 320 ms after stimulus onset, 100 ms later than peak decoding of intact objects. Together, results suggest that expectations derived from scene information, processed in scene-selective cortex, feed back to shape object representations in visual cortex. These findings characterize, in space and time, functional interactions between scene- and object-processing pathways.SIGNIFICANCE STATEMENT Although scenes and objects are known to contextually interact in visual perception, the study of high-level vision has mostly focused on the dissociation between their selective neural pathways. The current findings are the first to reveal direct facilitation of object recognition and neural representation by scene background, even in the absence of contextually associated objects. Using a multivariate approach to both fMRI and MEG, we characterize the functional neuroanatomy and neural dynamics of such scene-based object facilitation. Finally, the correlation of this effect with scene-selective activity suggests that, although functionally distinct, scene and object processing pathways do interact at a perceptual level to fill in for insufficient visual detail.
Copyright © 2017 the authors 0270-6474/17/377700-11$15.00/0.

Entities:  

Keywords:  MEG; contextual processing; fMRI; object perception; scene perception; visual cortex

Mesh:

Year:  2017        PMID: 28687603      PMCID: PMC6596648          DOI: 10.1523/JNEUROSCI.0582-17.2017

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  43 in total

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Journal:  Acta Psychol (Amst)       Date:  1999-09

2.  Cortical mechanisms specific to explicit visual object recognition.

Authors:  M Bar; R B Tootell; D L Schacter; D N Greve; B Fischl; J D Mendola; B R Rosen; A M Dale
Journal:  Neuron       Date:  2001-02       Impact factor: 17.173

3.  Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects.

Authors:  R P Rao; D H Ballard
Journal:  Nat Neurosci       Date:  1999-01       Impact factor: 24.884

4.  An electrophysiological study of scene effects on object identification.

Authors:  Giorgio Ganis; Marta Kutas
Journal:  Brain Res Cogn Brain Res       Date:  2003-04

5.  Timecourse of neural signatures of object recognition.

Authors:  Jeffrey S Johnson; Bruno A Olshausen
Journal:  J Vis       Date:  2003-09-02       Impact factor: 2.240

Review 6.  Visual objects in context.

Authors:  Moshe Bar
Journal:  Nat Rev Neurosci       Date:  2004-08       Impact factor: 34.870

7.  Distributed and overlapping representations of faces and objects in ventral temporal cortex.

Authors:  J V Haxby; M I Gobbini; M L Furey; A Ishai; J L Schouten; P Pietrini
Journal:  Science       Date:  2001-09-28       Impact factor: 47.728

8.  Cortical analysis of visual context.

Authors:  Moshe Bar; Elissa Aminoff
Journal:  Neuron       Date:  2003-04-24       Impact factor: 17.173

9.  Scene consistency in object and background perception.

Authors:  Jodi L Davenport; Mary C Potter
Journal:  Psychol Sci       Date:  2004-08

10.  Contextually evoked object-specific responses in human visual cortex.

Authors:  David Cox; Ethan Meyers; Pawan Sinha
Journal:  Science       Date:  2004-04-02       Impact factor: 47.728

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  26 in total

1.  Causal Evidence for a Double Dissociation between Object- and Scene-Selective Regions of Visual Cortex: A Preregistered TMS Replication Study.

Authors:  Miles Wischnewski; Marius V Peelen
Journal:  J Neurosci       Date:  2020-12-01       Impact factor: 6.167

Review 2.  Scene Perception in the Human Brain.

Authors:  Russell A Epstein; Chris I Baker
Journal:  Annu Rev Vis Sci       Date:  2019-06-21       Impact factor: 6.422

3.  Do Primates and Deep Artificial Neural Networks Perform Object Categorization in a Similar Manner?

Authors:  Prabaha Gangopadhyay; Jhilik Das
Journal:  J Neurosci       Date:  2019-02-06       Impact factor: 6.167

4.  EEG signatures of contextual influences on visual search with real scenes.

Authors:  Amir H Meghdadi; Barry Giesbrecht; Miguel P Eckstein
Journal:  Exp Brain Res       Date:  2021-01-04       Impact factor: 1.972

5.  Neural dynamics of visual ambiguity resolution by perceptual prior.

Authors:  Matthew W Flounders; Carlos González-García; Richard Hardstone; Biyu J He
Journal:  Elife       Date:  2019-03-07       Impact factor: 8.140

6.  Neural Signatures of Learning Novel Object-Scene Associations.

Authors:  Cybelle M Smith; Kara D Federmeier
Journal:  J Cogn Neurosci       Date:  2020-01-14       Impact factor: 3.225

7.  The Representation of Two-Body Shapes in the Human Visual Cortex.

Authors:  Etienne Abassi; Liuba Papeo
Journal:  J Neurosci       Date:  2019-12-04       Impact factor: 6.167

Review 8.  Forms of prediction in the nervous system.

Authors:  Christoph Teufel; Paul C Fletcher
Journal:  Nat Rev Neurosci       Date:  2020-03-10       Impact factor: 34.870

9.  Decoding the processing stages of mental arithmetic with magnetoencephalography.

Authors:  Pedro Pinheiro-Chagas; Manuela Piazza; Stanislas Dehaene
Journal:  Cortex       Date:  2018-07-31       Impact factor: 4.027

10.  Signposts in the Fog: Objects Facilitate Scene Representations in Left Scene-selective Cortex.

Authors:  Talia Brandman; Marius V Peelen
Journal:  J Cogn Neurosci       Date:  2018-03-21       Impact factor: 3.225

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