Cargando…

Superior colliculus neurons encode a visual saliency map during free viewing of natural dynamic video

Models of visual attention postulate the existence of a saliency map whose function is to guide attention and gaze to the most conspicuous regions in a visual scene. Although cortical representations of saliency have been reported, there is mounting evidence for a subcortical saliency mechanism, whi...

Descripción completa

Detalles Bibliográficos
Autores principales: White, Brian J., Berg, David J., Kan, Janis Y., Marino, Robert A., Itti, Laurent, Munoz, Douglas P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5286207/
https://www.ncbi.nlm.nih.gov/pubmed/28117340
http://dx.doi.org/10.1038/ncomms14263
_version_ 1782503968644005888
author White, Brian J.
Berg, David J.
Kan, Janis Y.
Marino, Robert A.
Itti, Laurent
Munoz, Douglas P.
author_facet White, Brian J.
Berg, David J.
Kan, Janis Y.
Marino, Robert A.
Itti, Laurent
Munoz, Douglas P.
author_sort White, Brian J.
collection PubMed
description Models of visual attention postulate the existence of a saliency map whose function is to guide attention and gaze to the most conspicuous regions in a visual scene. Although cortical representations of saliency have been reported, there is mounting evidence for a subcortical saliency mechanism, which pre-dates the evolution of neocortex. Here, we conduct a strong test of the saliency hypothesis by comparing the output of a well-established computational saliency model with the activation of neurons in the primate superior colliculus (SC), a midbrain structure associated with attention and gaze, while monkeys watched video of natural scenes. We find that the activity of SC superficial visual-layer neurons (SCs), specifically, is well-predicted by the model. This saliency representation is unlikely to be inherited from fronto-parietal cortices, which do not project to SCs, but may be computed in SCs and relayed to other areas via tectothalamic pathways.
format Online
Article
Text
id pubmed-5286207
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Nature Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-52862072017-02-22 Superior colliculus neurons encode a visual saliency map during free viewing of natural dynamic video White, Brian J. Berg, David J. Kan, Janis Y. Marino, Robert A. Itti, Laurent Munoz, Douglas P. Nat Commun Article Models of visual attention postulate the existence of a saliency map whose function is to guide attention and gaze to the most conspicuous regions in a visual scene. Although cortical representations of saliency have been reported, there is mounting evidence for a subcortical saliency mechanism, which pre-dates the evolution of neocortex. Here, we conduct a strong test of the saliency hypothesis by comparing the output of a well-established computational saliency model with the activation of neurons in the primate superior colliculus (SC), a midbrain structure associated with attention and gaze, while monkeys watched video of natural scenes. We find that the activity of SC superficial visual-layer neurons (SCs), specifically, is well-predicted by the model. This saliency representation is unlikely to be inherited from fronto-parietal cortices, which do not project to SCs, but may be computed in SCs and relayed to other areas via tectothalamic pathways. Nature Publishing Group 2017-01-24 /pmc/articles/PMC5286207/ /pubmed/28117340 http://dx.doi.org/10.1038/ncomms14263 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
White, Brian J.
Berg, David J.
Kan, Janis Y.
Marino, Robert A.
Itti, Laurent
Munoz, Douglas P.
Superior colliculus neurons encode a visual saliency map during free viewing of natural dynamic video
title Superior colliculus neurons encode a visual saliency map during free viewing of natural dynamic video
title_full Superior colliculus neurons encode a visual saliency map during free viewing of natural dynamic video
title_fullStr Superior colliculus neurons encode a visual saliency map during free viewing of natural dynamic video
title_full_unstemmed Superior colliculus neurons encode a visual saliency map during free viewing of natural dynamic video
title_short Superior colliculus neurons encode a visual saliency map during free viewing of natural dynamic video
title_sort superior colliculus neurons encode a visual saliency map during free viewing of natural dynamic video
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5286207/
https://www.ncbi.nlm.nih.gov/pubmed/28117340
http://dx.doi.org/10.1038/ncomms14263
work_keys_str_mv AT whitebrianj superiorcolliculusneuronsencodeavisualsaliencymapduringfreeviewingofnaturaldynamicvideo
AT bergdavidj superiorcolliculusneuronsencodeavisualsaliencymapduringfreeviewingofnaturaldynamicvideo
AT kanjanisy superiorcolliculusneuronsencodeavisualsaliencymapduringfreeviewingofnaturaldynamicvideo
AT marinoroberta superiorcolliculusneuronsencodeavisualsaliencymapduringfreeviewingofnaturaldynamicvideo
AT ittilaurent superiorcolliculusneuronsencodeavisualsaliencymapduringfreeviewingofnaturaldynamicvideo
AT munozdouglasp superiorcolliculusneuronsencodeavisualsaliencymapduringfreeviewingofnaturaldynamicvideo