Context-aware part-based people detection for video monitoring

This paper is a postprint of a paper submitted to and accepted for publication in Electronics Letters and is subject to Institution of Engineering and Technology Copyright. The copy of record is available at IEEE Digital Library

Detalles Bibliográficos
Autores: García Martín, Álvaro, San Miguel Avedillo, Juan Carlos
Tipo de recurso: artículo
Fecha de publicación:2015
País:España
Institución:Universidad Autónoma de Madrid
Repositorio:Biblos-e Archivo. Repositorio Institucional de la UAM
Idioma:inglés
OAI Identifier:oai:repositorio.uam.es:10486/675666
Acceso en línea:http://hdl.handle.net/10486/675666
https://dx.doi.org/10.1049/el.2015.3099
Access Level:acceso abierto
Palabra clave:Contextual information
Detection windows
Local contexts
People detection
Spatial location
State of the art
Static objects
Video monitoring
Telecomunicaciones
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spelling Context-aware part-based people detection for video monitoringGarcía Martín, ÁlvaroSan Miguel Avedillo, Juan CarlosContextual informationDetection windowsLocal contextsPeople detectionSpatial locationState of the artStatic objectsVideo monitoringTelecomunicacionesThis paper is a postprint of a paper submitted to and accepted for publication in Electronics Letters and is subject to Institution of Engineering and Technology Copyright. The copy of record is available at IEEE Digital LibraryA novel approach for part-based people detection in images that uses contextual information is proposed. Two sources of context are distinguished regarding the local (neighbour) information and the relative importance of the parts in the model. Local context determines part visibility which is derived from the spatial location of static objects in the scene and from the relation between scales of analysis and detection window sizes. Experimental results over various datasets show that the proposed use of context outperforms the related state-of-the-art.This work was supported by the Spanish Government (HA-Video TEC2014-5317-R).Institution of Engineering and TechnologyDepartamento de Tecnología Electrónica y de las ComunicacionesEscuela Politécnica SuperiorTratamiento e Interpretación de Vídeo (ING EPS-006)20152015-11-05research articlehttp://purl.org/coar/resource_type/c_2df8fbb1AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10486/675666https://dx.doi.org/10.1049/el.2015.3099reponame:Biblos-e Archivo. Repositorio Institucional de la UAMinstname:Universidad Autónoma de MadridInglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:repositorio.uam.es:10486/6756662026-06-23T12:46:27Z
dc.title.none.fl_str_mv Context-aware part-based people detection for video monitoring
title Context-aware part-based people detection for video monitoring
spellingShingle Context-aware part-based people detection for video monitoring
García Martín, Álvaro
Contextual information
Detection windows
Local contexts
People detection
Spatial location
State of the art
Static objects
Video monitoring
Telecomunicaciones
title_short Context-aware part-based people detection for video monitoring
title_full Context-aware part-based people detection for video monitoring
title_fullStr Context-aware part-based people detection for video monitoring
title_full_unstemmed Context-aware part-based people detection for video monitoring
title_sort Context-aware part-based people detection for video monitoring
dc.creator.none.fl_str_mv García Martín, Álvaro
San Miguel Avedillo, Juan Carlos
author García Martín, Álvaro
author_facet García Martín, Álvaro
San Miguel Avedillo, Juan Carlos
author_role author
author2 San Miguel Avedillo, Juan Carlos
author2_role author
dc.contributor.none.fl_str_mv Departamento de Tecnología Electrónica y de las Comunicaciones
Escuela Politécnica Superior
Tratamiento e Interpretación de Vídeo (ING EPS-006)
dc.subject.none.fl_str_mv Contextual information
Detection windows
Local contexts
People detection
Spatial location
State of the art
Static objects
Video monitoring
Telecomunicaciones
topic Contextual information
Detection windows
Local contexts
People detection
Spatial location
State of the art
Static objects
Video monitoring
Telecomunicaciones
description This paper is a postprint of a paper submitted to and accepted for publication in Electronics Letters and is subject to Institution of Engineering and Technology Copyright. The copy of record is available at IEEE Digital Library
publishDate 2015
dc.date.none.fl_str_mv 2015
2015-11-05
dc.type.none.fl_str_mv research article
http://purl.org/coar/resource_type/c_2df8fbb1
AM
http://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv http://hdl.handle.net/10486/675666
https://dx.doi.org/10.1049/el.2015.3099
url http://hdl.handle.net/10486/675666
https://dx.doi.org/10.1049/el.2015.3099
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Institution of Engineering and Technology
publisher.none.fl_str_mv Institution of Engineering and Technology
dc.source.none.fl_str_mv reponame:Biblos-e Archivo. Repositorio Institucional de la UAM
instname:Universidad Autónoma de Madrid
instname_str Universidad Autónoma de Madrid
reponame_str Biblos-e Archivo. Repositorio Institucional de la UAM
collection Biblos-e Archivo. Repositorio Institucional de la UAM
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,301603

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