Temporal-and spatial-driven video summarization using optimum-path forest

Página do item simplificado
dc.contributor.authorMartins, Guilherme B. [UNESP]
dc.contributor.authorPapa, Joao P. [UNESP]
dc.contributor.authorAlmeida, Jurandy
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.contributor.institutionUniversidade de São Paulo (USP)
dc.date.accessioned2018-12-11T17:31:35Z
dc.date.available2018-12-11T17:31:35Z
dc.date.issued2017-01-10
dc.description.abstractVideo summarization aims at generating reduced representations for fast and effective video retrieval and classification. In this paper, we cope with such problem by proposing a temporal-and spatial-driven approach that makes use of the Optimum-Path Forest (OPF) clustering to automatic find the number of keyframes, as well as to extract them to compose the final summary. The experiments in two public datasets show OPF can outperform very recent results, thus achieving a performance comparable to some state-of-the-art techniques.en
dc.description.affiliationDepartment of Computing São Paulo State University - UNESP
dc.description.affiliationInstitute of Science and Technology Federal University of São Paulo - UNIFESP
dc.description.affiliationUnespDepartment of Computing São Paulo State University - UNESP
dc.format.extent335-339
dc.identifierhttp://dx.doi.org/10.1109/SIBGRAPI.2016.053
dc.identifier.citationProceedings - 2016 29th SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2016, p. 335-339.
dc.identifier.doi10.1109/SIBGRAPI.2016.053
dc.identifier.scopus2-s2.0-85013763350
dc.identifier.urihttp://hdl.handle.net/11449/178668
dc.language.isoeng
dc.relation.ispartofProceedings - 2016 29th SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2016
dc.rights.accessRightsAcesso aberto
dc.sourceScopus
dc.subjectOptimum-Path Forest
dc.subjectVideo Summarization
dc.titleTemporal-and spatial-driven video summarization using optimum-path foresten
dc.typeTrabalho apresentado em evento
unesp.campusUniversidade Estadual Paulista (Unesp), Faculdade de Ciências, Baurupt
unesp.departmentComputação - FCpt

Arquivos

Coleções

Bauru - FC - Faculdade de Ciências