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Foreground-Background Segmentation Revealed during Natural Image Viewing

One of the major challenges in visual neuroscience is represented by foreground-background segmentation. Data from nonhuman primates show that segmentation leads to two distinct, but associated processes: the enhancement of neural activity during figure processing (i.e., foreground enhancement) and...

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Autores principales: Papale, Paolo, Leo, Andrea, Cecchetti, Luca, Handjaras, Giacomo, Kay, Kendrick N., Pietrini, Pietro, Ricciardi, Emiliano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society for Neuroscience 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6019392/
https://www.ncbi.nlm.nih.gov/pubmed/29951579
http://dx.doi.org/10.1523/ENEURO.0075-18.2018
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author Papale, Paolo
Leo, Andrea
Cecchetti, Luca
Handjaras, Giacomo
Kay, Kendrick N.
Pietrini, Pietro
Ricciardi, Emiliano
author_facet Papale, Paolo
Leo, Andrea
Cecchetti, Luca
Handjaras, Giacomo
Kay, Kendrick N.
Pietrini, Pietro
Ricciardi, Emiliano
author_sort Papale, Paolo
collection PubMed
description One of the major challenges in visual neuroscience is represented by foreground-background segmentation. Data from nonhuman primates show that segmentation leads to two distinct, but associated processes: the enhancement of neural activity during figure processing (i.e., foreground enhancement) and the suppression of background-related activity (i.e., background suppression). To study foreground-background segmentation in ecological conditions, we introduce a novel method based on parametric modulation of low-level image properties followed by application of simple computational image-processing models. By correlating the outcome of this procedure with human fMRI activity, measured during passive viewing of 334 natural images, we produced easily interpretable “correlation images” from visual populations. Results show evidence of foreground enhancement in all tested regions, from V1 to lateral occipital complex (LOC), while background suppression occurs in V4 and LOC only. Correlation images derived from V4 and LOC revealed a preserved spatial resolution of foreground textures, indicating a richer representation of the salient part of natural images, rather than a simplistic model of object shape. Our results indicate that scene segmentation occurs during natural viewing, even when individuals are not required to perform any particular task.
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spelling pubmed-60193922018-07-19 Foreground-Background Segmentation Revealed during Natural Image Viewing Papale, Paolo Leo, Andrea Cecchetti, Luca Handjaras, Giacomo Kay, Kendrick N. Pietrini, Pietro Ricciardi, Emiliano eNeuro New Research One of the major challenges in visual neuroscience is represented by foreground-background segmentation. Data from nonhuman primates show that segmentation leads to two distinct, but associated processes: the enhancement of neural activity during figure processing (i.e., foreground enhancement) and the suppression of background-related activity (i.e., background suppression). To study foreground-background segmentation in ecological conditions, we introduce a novel method based on parametric modulation of low-level image properties followed by application of simple computational image-processing models. By correlating the outcome of this procedure with human fMRI activity, measured during passive viewing of 334 natural images, we produced easily interpretable “correlation images” from visual populations. Results show evidence of foreground enhancement in all tested regions, from V1 to lateral occipital complex (LOC), while background suppression occurs in V4 and LOC only. Correlation images derived from V4 and LOC revealed a preserved spatial resolution of foreground textures, indicating a richer representation of the salient part of natural images, rather than a simplistic model of object shape. Our results indicate that scene segmentation occurs during natural viewing, even when individuals are not required to perform any particular task. Society for Neuroscience 2018-09-19 /pmc/articles/PMC6019392/ /pubmed/29951579 http://dx.doi.org/10.1523/ENEURO.0075-18.2018 Text en Copyright © 2018 Papale et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.
spellingShingle New Research
Papale, Paolo
Leo, Andrea
Cecchetti, Luca
Handjaras, Giacomo
Kay, Kendrick N.
Pietrini, Pietro
Ricciardi, Emiliano
Foreground-Background Segmentation Revealed during Natural Image Viewing
title Foreground-Background Segmentation Revealed during Natural Image Viewing
title_full Foreground-Background Segmentation Revealed during Natural Image Viewing
title_fullStr Foreground-Background Segmentation Revealed during Natural Image Viewing
title_full_unstemmed Foreground-Background Segmentation Revealed during Natural Image Viewing
title_short Foreground-Background Segmentation Revealed during Natural Image Viewing
title_sort foreground-background segmentation revealed during natural image viewing
topic New Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6019392/
https://www.ncbi.nlm.nih.gov/pubmed/29951579
http://dx.doi.org/10.1523/ENEURO.0075-18.2018
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