Enhanced people detection combining appearance and motion information

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 IET Digital Library

Detalles Bibliográficos
Autores: García Martín, Álvaro, Martínez Sánchez, José María
Tipo de recurso: artículo
Fecha de publicación:2013
País:España
Institución:Universidad Autónoma de Madrid
Repositorio:Biblos-e Archivo. Repositorio Institucional de la UAM
Idioma:inglés
OAI Identifier:oai:repositorio.uam.es:10486/666957
Acceso en línea:http://hdl.handle.net/10486/666957
https://dx.doi.org/10.1049/el.2012.3817
Access Level:acceso abierto
Palabra clave:People detection
Discriminatively Trained Deformable Parts
Implicit Motion Model
MoSIFT
Informática
Telecomunicaciones
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spelling Enhanced people detection combining appearance and motion informationGarcía Martín, ÁlvaroMartínez Sánchez, José MaríaPeople detectionDiscriminatively Trained Deformable PartsImplicit Motion ModelMoSIFTInformáticaTelecomunicacionesThis 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 IET Digital LibraryThe combination of two of the most recent people detectors from the state of the art is proposed. It is already known that the combination of independent information sources is useful for any detection task. In relation with people detection, there are two main discriminative information sources that characterize a person: appearance and motion. We propose the combination of two recent approaches based on both information sources. Experimental results over an extensive dataset show that the proposed combination significantly improves the results.This work was partially supported by the Universidad Autónoma de Madrid (“FPI-UAM”) and by the Spanish Goverment (“TEC2011-25995 EventVideo”).The Institution of Engineering and TechnologyDepartamento de Tecnología Electrónica y de las ComunicacionesEscuela Politécnica SuperiorTratamiento e Interpretación de Vídeo (ING EPS-006)20132013-02-14research articlehttp://purl.org/coar/resource_type/c_2df8fbb1AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10486/666957https://dx.doi.org/10.1049/el.2012.3817reponame: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:10486/6669572026-06-23T12:46:27Z
dc.title.none.fl_str_mv Enhanced people detection combining appearance and motion information
title Enhanced people detection combining appearance and motion information
spellingShingle Enhanced people detection combining appearance and motion information
García Martín, Álvaro
People detection
Discriminatively Trained Deformable Parts
Implicit Motion Model
MoSIFT
Informática
Telecomunicaciones
title_short Enhanced people detection combining appearance and motion information
title_full Enhanced people detection combining appearance and motion information
title_fullStr Enhanced people detection combining appearance and motion information
title_full_unstemmed Enhanced people detection combining appearance and motion information
title_sort Enhanced people detection combining appearance and motion information
dc.creator.none.fl_str_mv García Martín, Álvaro
Martínez Sánchez, José María
author García Martín, Álvaro
author_facet García Martín, Álvaro
Martínez Sánchez, José María
author_role author
author2 Martínez Sánchez, José María
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 People detection
Discriminatively Trained Deformable Parts
Implicit Motion Model
MoSIFT
Informática
Telecomunicaciones
topic People detection
Discriminatively Trained Deformable Parts
Implicit Motion Model
MoSIFT
Informática
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 IET Digital Library
publishDate 2013
dc.date.none.fl_str_mv 2013
2013-02-14
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/10486/666957
https://dx.doi.org/10.1049/el.2012.3817
url http://hdl.handle.net/10486/666957
https://dx.doi.org/10.1049/el.2012.3817
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 The Institution of Engineering and Technology
publisher.none.fl_str_mv The 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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