Multimodal image geocoding: The 2013 RECOD's approach
Autor(a) principal: | |
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Data de Publicação: | 2013 |
Outros Autores: | , , , , , |
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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Repositório Institucional da UNESP |
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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 |
|
_version_ |
1808128264937406464 |