Multimodal image geocoding: The 2013 RECOD's approach

Detalhes bibliográficos
Autor(a) principal: Li, Lin Tzy
Data de Publicação: 2013
Outros Autores: Almeida, Jurandy, Penatti, Otávio A.B., Calumby, Rodrigo T., Pedronette, Daniel C.G. [UNESP], Gonçalves, Marcos A., Da S. Torres, Ricardo
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://hdl.handle.net/11449/220327
Resumo: This work describes the approach used by the RECOD team in the MediaEval Placing Task of 2013, in which we were required to develop an automatic scheme to assign geographical locations to images. Our approach is multimodal, considering textual and visual descriptors, which are combined by a rank aggregation strategy. We estimate the location of test images based on the coordinates of top-ranked images in the list of combined results.
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spelling Multimodal image geocoding: The 2013 RECOD's approachDescriptorsGeo codingGeographical locationsMulti-modalMulti-modal imageRank aggregationTest imagesThis work describes the approach used by the RECOD team in the MediaEval Placing Task of 2013, in which we were required to develop an automatic scheme to assign geographical locations to images. Our approach is multimodal, considering textual and visual descriptors, which are combined by a rank aggregation strategy. We estimate the location of test images based on the coordinates of top-ranked images in the list of combined results.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)SamsungRECOD Lab., Institute of Computing, University of Campinas (UNICAMP)Telecommunications Res. and Dev. Center, CPqD FoundationInstitute of Science and Technology, Federal University of Sao Paulo (UNIFESP)Dept. of Exact Sciences, University of Feira de Santana (UEFS)Dept. of Stat., Applied Math. and Computing, Universidade Estadual Paulista (UNESP)Dept. of Computer Science, Federal University of Minas Gerais (UFMG)Dept. of Stat., Applied Math. and Computing, Universidade Estadual Paulista (UNESP)Universidade Estadual de Campinas (UNICAMP)Telecommunications Res. and Dev. Center, CPqD FoundationUniversidade de São Paulo (USP)Dept. of Exact Sciences, University of Feira de Santana (UEFS)Universidade Estadual Paulista (UNESP)Universidade Federal de Minas Gerais (UFMG)Li, Lin TzyAlmeida, JurandyPenatti, Otávio A.B.Calumby, Rodrigo T.Pedronette, Daniel C.G. [UNESP]Gonçalves, Marcos A.Da S. Torres, Ricardo2022-04-28T19:00:56Z2022-04-28T19:00:56Z2013-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjectCEUR Workshop Proceedings, v. 1043.1613-0073http://hdl.handle.net/11449/2203272-s2.0-84924778294Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengCEUR Workshop Proceedingsinfo:eu-repo/semantics/openAccess2022-04-28T19:00:56Zoai:repositorio.unesp.br:11449/220327Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T13:41:18.739855Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Multimodal image geocoding: The 2013 RECOD's approach
title Multimodal image geocoding: The 2013 RECOD's approach
spellingShingle Multimodal image geocoding: The 2013 RECOD's approach
Li, Lin Tzy
Descriptors
Geo coding
Geographical locations
Multi-modal
Multi-modal image
Rank aggregation
Test images
title_short Multimodal image geocoding: The 2013 RECOD's approach
title_full Multimodal image geocoding: The 2013 RECOD's approach
title_fullStr Multimodal image geocoding: The 2013 RECOD's approach
title_full_unstemmed Multimodal image geocoding: The 2013 RECOD's approach
title_sort Multimodal image geocoding: The 2013 RECOD's approach
author Li, Lin Tzy
author_facet Li, Lin Tzy
Almeida, Jurandy
Penatti, Otávio A.B.
Calumby, Rodrigo T.
Pedronette, Daniel C.G. [UNESP]
Gonçalves, Marcos A.
Da S. Torres, Ricardo
author_role author
author2 Almeida, Jurandy
Penatti, Otávio A.B.
Calumby, Rodrigo T.
Pedronette, Daniel C.G. [UNESP]
Gonçalves, Marcos A.
Da S. Torres, Ricardo
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual de Campinas (UNICAMP)
Telecommunications Res. and Dev. Center, CPqD Foundation
Universidade de São Paulo (USP)
Dept. of Exact Sciences, University of Feira de Santana (UEFS)
Universidade Estadual Paulista (UNESP)
Universidade Federal de Minas Gerais (UFMG)
dc.contributor.author.fl_str_mv Li, Lin Tzy
Almeida, Jurandy
Penatti, Otávio A.B.
Calumby, Rodrigo T.
Pedronette, Daniel C.G. [UNESP]
Gonçalves, Marcos A.
Da S. Torres, Ricardo
dc.subject.por.fl_str_mv Descriptors
Geo coding
Geographical locations
Multi-modal
Multi-modal image
Rank aggregation
Test images
topic Descriptors
Geo coding
Geographical locations
Multi-modal
Multi-modal image
Rank aggregation
Test images
description This work describes the approach used by the RECOD team in the MediaEval Placing Task of 2013, in which we were required to develop an automatic scheme to assign geographical locations to images. Our approach is multimodal, considering textual and visual descriptors, which are combined by a rank aggregation strategy. We estimate the location of test images based on the coordinates of top-ranked images in the list of combined results.
publishDate 2013
dc.date.none.fl_str_mv 2013-01-01
2022-04-28T19:00:56Z
2022-04-28T19:00:56Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv CEUR Workshop Proceedings, v. 1043.
1613-0073
http://hdl.handle.net/11449/220327
2-s2.0-84924778294
identifier_str_mv CEUR Workshop Proceedings, v. 1043.
1613-0073
2-s2.0-84924778294
url http://hdl.handle.net/11449/220327
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv CEUR Workshop Proceedings
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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