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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2014
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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. |
format | Online Article Text |
id | pubmed-4122209 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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