Early visual processing for pattern recognition in natural environments

Autores
Matuk Herrera, R.
Año de publicación
2012
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
In this article, the performance of hierarchical architectures for computer vision of biological inspiration is analyzed. In particular, the role of the lateral geniculate nucleus (LGN) for the robustness in the recognition of ring shaped patterns under gradual changes in illumination was analyzed. Changes in illumination are common in everyday environments and thus, it is a crucial factor to be considered for the recognition of objects in everyday environments. © 2012 Springer-Verlag.
Fil:Matuk Herrera, R. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
Fuente
Lect. Notes Comput. Sci. 2012;7441 LNCS:543-550
Materia
Gradual changes
Hierarchical architectures
Lateral geniculate nucleus
Natural environments
Ring-shaped pattern
Visual-processing
Image analysis
Computer vision
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by/2.5/ar
Repositorio
Biblioteca Digital (UBA-FCEN)
Institución
Universidad Nacional de Buenos Aires. Facultad de Ciencias Exactas y Naturales
OAI Identificador
paperaa:paper_03029743_v7441LNCS_n_p543_MatukHerrera
Acceder
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network_acronym_str BDUBAFCEN
repository_id_str 1896
network_name_str Biblioteca Digital (UBA-FCEN)
spelling Early visual processing for pattern recognition in natural environmentsMatuk Herrera, R.Gradual changesHierarchical architecturesLateral geniculate nucleusNatural environmentsRing-shaped patternVisual-processingImage analysisComputer visionIn this article, the performance of hierarchical architectures for computer vision of biological inspiration is analyzed. In particular, the role of the lateral geniculate nucleus (LGN) for the robustness in the recognition of ring shaped patterns under gradual changes in illumination was analyzed. Changes in illumination are common in everyday environments and thus, it is a crucial factor to be considered for the recognition of objects in everyday environments. © 2012 Springer-Verlag.Fil:Matuk Herrera, R. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.2012info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfhttp://hdl.handle.net/20.500.12110/paper_03029743_v7441LNCS_n_p543_MatukHerreraLect. Notes Comput. Sci. 2012;7441 LNCS:543-550reponame:Biblioteca Digital (UBA-FCEN)instname:Universidad Nacional de Buenos Aires. Facultad de Ciencias Exactas y Naturalesinstacron:UBA-FCENenginfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by/2.5/ar2025-09-04T09:48:45Zpaperaa:paper_03029743_v7441LNCS_n_p543_MatukHerreraInstitucionalhttps://digital.bl.fcen.uba.ar/Universidad públicaNo correspondehttps://digital.bl.fcen.uba.ar/cgi-bin/oaiserver.cgiana@bl.fcen.uba.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:18962025-09-04 09:48:46.455Biblioteca Digital (UBA-FCEN) - Universidad Nacional de Buenos Aires. Facultad de Ciencias Exactas y Naturalesfalse
dc.title.none.fl_str_mv Early visual processing for pattern recognition in natural environments
title Early visual processing for pattern recognition in natural environments
spellingShingle Early visual processing for pattern recognition in natural environments
Matuk Herrera, R.
Gradual changes
Hierarchical architectures
Lateral geniculate nucleus
Natural environments
Ring-shaped pattern
Visual-processing
Image analysis
Computer vision
title_short Early visual processing for pattern recognition in natural environments
title_full Early visual processing for pattern recognition in natural environments
title_fullStr Early visual processing for pattern recognition in natural environments
title_full_unstemmed Early visual processing for pattern recognition in natural environments
title_sort Early visual processing for pattern recognition in natural environments
dc.creator.none.fl_str_mv Matuk Herrera, R.
author Matuk Herrera, R.
author_facet Matuk Herrera, R.
author_role author
dc.subject.none.fl_str_mv Gradual changes
Hierarchical architectures
Lateral geniculate nucleus
Natural environments
Ring-shaped pattern
Visual-processing
Image analysis
Computer vision
topic Gradual changes
Hierarchical architectures
Lateral geniculate nucleus
Natural environments
Ring-shaped pattern
Visual-processing
Image analysis
Computer vision
dc.description.none.fl_txt_mv In this article, the performance of hierarchical architectures for computer vision of biological inspiration is analyzed. In particular, the role of the lateral geniculate nucleus (LGN) for the robustness in the recognition of ring shaped patterns under gradual changes in illumination was analyzed. Changes in illumination are common in everyday environments and thus, it is a crucial factor to be considered for the recognition of objects in everyday environments. © 2012 Springer-Verlag.
Fil:Matuk Herrera, R. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
description In this article, the performance of hierarchical architectures for computer vision of biological inspiration is analyzed. In particular, the role of the lateral geniculate nucleus (LGN) for the robustness in the recognition of ring shaped patterns under gradual changes in illumination was analyzed. Changes in illumination are common in everyday environments and thus, it is a crucial factor to be considered for the recognition of objects in everyday environments. © 2012 Springer-Verlag.
publishDate 2012
dc.date.none.fl_str_mv 2012
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/20.500.12110/paper_03029743_v7441LNCS_n_p543_MatukHerrera
url http://hdl.handle.net/20.500.12110/paper_03029743_v7441LNCS_n_p543_MatukHerrera
dc.language.none.fl_str_mv eng
language eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by/2.5/ar
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by/2.5/ar
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv Lect. Notes Comput. Sci. 2012;7441 LNCS:543-550
reponame:Biblioteca Digital (UBA-FCEN)
instname:Universidad Nacional de Buenos Aires. Facultad de Ciencias Exactas y Naturales
instacron:UBA-FCEN
reponame_str Biblioteca Digital (UBA-FCEN)
collection Biblioteca Digital (UBA-FCEN)
instname_str Universidad Nacional de Buenos Aires. Facultad de Ciencias Exactas y Naturales
instacron_str UBA-FCEN
institution UBA-FCEN
repository.name.fl_str_mv Biblioteca Digital (UBA-FCEN) - Universidad Nacional de Buenos Aires. Facultad de Ciencias Exactas y Naturales
repository.mail.fl_str_mv ana@bl.fcen.uba.ar
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score 12.623145

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