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Feature integration and object representations along the dorsal stream visual hierarchy

The visual system is split into two processing streams: a ventral stream that receives color and form information and a dorsal stream that receives motion information. Each stream processes that information hierarchically, with each stage building upon the previous. In the ventral stream this leads...

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Autores principales: Perry, Carolyn Jeane, Fallah, Mazyar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4122209/
https://www.ncbi.nlm.nih.gov/pubmed/25140147
http://dx.doi.org/10.3389/fncom.2014.00084
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author Perry, Carolyn Jeane
Fallah, Mazyar
author_facet Perry, Carolyn Jeane
Fallah, Mazyar
author_sort Perry, Carolyn Jeane
collection PubMed
description The visual system is split into two processing streams: a ventral stream that receives color and form information and a dorsal stream that receives motion information. Each stream processes that information hierarchically, with each stage building upon the previous. In the ventral stream this leads to the formation of object representations that ultimately allow for object recognition regardless of changes in the surrounding environment. In the dorsal stream, this hierarchical processing has classically been thought to lead to the computation of complex motion in three dimensions. However, there is evidence to suggest that there is integration of both dorsal and ventral stream information into motion computation processes, giving rise to intermediate object representations, which facilitate object selection and decision making mechanisms in the dorsal stream. First we review the hierarchical processing of motion along the dorsal stream and the building up of object representations along the ventral stream. Then we discuss recent work on the integration of ventral and dorsal stream features that lead to intermediate object representations in the dorsal stream. Finally we propose a framework describing how and at what stage different features are integrated into dorsal visual stream object representations. Determining the integration of features along the dorsal stream is necessary to understand not only how the dorsal stream builds up an object representation but also which computations are performed on object representations instead of local features.
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spelling pubmed-41222092014-08-19 Feature integration and object representations along the dorsal stream visual hierarchy Perry, Carolyn Jeane Fallah, Mazyar Front Comput Neurosci Neuroscience The visual system is split into two processing streams: a ventral stream that receives color and form information and a dorsal stream that receives motion information. Each stream processes that information hierarchically, with each stage building upon the previous. In the ventral stream this leads to the formation of object representations that ultimately allow for object recognition regardless of changes in the surrounding environment. In the dorsal stream, this hierarchical processing has classically been thought to lead to the computation of complex motion in three dimensions. However, there is evidence to suggest that there is integration of both dorsal and ventral stream information into motion computation processes, giving rise to intermediate object representations, which facilitate object selection and decision making mechanisms in the dorsal stream. First we review the hierarchical processing of motion along the dorsal stream and the building up of object representations along the ventral stream. Then we discuss recent work on the integration of ventral and dorsal stream features that lead to intermediate object representations in the dorsal stream. Finally we propose a framework describing how and at what stage different features are integrated into dorsal visual stream object representations. Determining the integration of features along the dorsal stream is necessary to understand not only how the dorsal stream builds up an object representation but also which computations are performed on object representations instead of local features. Frontiers Media S.A. 2014-08-05 /pmc/articles/PMC4122209/ /pubmed/25140147 http://dx.doi.org/10.3389/fncom.2014.00084 Text en Copyright © 2014 Perry and Fallah. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Perry, Carolyn Jeane
Fallah, Mazyar
Feature integration and object representations along the dorsal stream visual hierarchy
title Feature integration and object representations along the dorsal stream visual hierarchy
title_full Feature integration and object representations along the dorsal stream visual hierarchy
title_fullStr Feature integration and object representations along the dorsal stream visual hierarchy
title_full_unstemmed Feature integration and object representations along the dorsal stream visual hierarchy
title_short Feature integration and object representations along the dorsal stream visual hierarchy
title_sort feature integration and object representations along the dorsal stream visual hierarchy
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4122209/
https://www.ncbi.nlm.nih.gov/pubmed/25140147
http://dx.doi.org/10.3389/fncom.2014.00084
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