Evaluating boundary conditions and hierarchical visualization in CBIR

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MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniversidade Estadual Paulista (Unesp)-
Autor(es): dc.contributorUniversidade Federal de São Carlos (UFSCar)-
Autor(es): dc.creatorReal, Luiz Gustavo S. [UNESP]-
Autor(es): dc.creatorBueno, Renato-
Autor(es): dc.creatorRibeiro, Marcela X.-
Autor(es): dc.creatorBanissi, E.-
Autor(es): dc.creatorUrsyn, A.-
Autor(es): dc.creatorBannatyne, MWM-
Autor(es): dc.creatorDatia, N.-
Autor(es): dc.creatorFrancese, R.-
Autor(es): dc.creatorSarfraz, M.-
Autor(es): dc.creatorWyeld, T. G.-
Autor(es): dc.creatorBouali, F.-
Autor(es): dc.creatorVenturin, G.-
Autor(es): dc.creatorAzzag, H.-
Autor(es): dc.creatorLebbah, M.-
Autor(es): dc.creatorTrutschl, M.-
Autor(es): dc.creatorCvek, U.-
Autor(es): dc.creatorMueller, H.-
Autor(es): dc.creatorNakayama, M.-
Autor(es): dc.creatorKernbach, S.-
Autor(es): dc.creatorCaruccio, L.-
Autor(es): dc.creatorRisi, M.-
Autor(es): dc.creatorErra, U.-
Autor(es): dc.creatorVitiello, A.-
Autor(es): dc.creatorRossano, V-
Data de aceite: dc.date.accessioned2022-02-22T00:04:54Z-
Data de disponibilização: dc.date.available2022-02-22T00:04:54Z-
Data de envio: dc.date.issued2020-12-09-
Data de envio: dc.date.issued2020-12-09-
Data de envio: dc.date.issued2019-01-01-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.1109/IV.2019.00021-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/195139-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/195139-
Descrição: dc.descriptionMultiple descriptors are employed to represent images in Content-Based Image Retrieval (CBIR) systems. Each descriptor consists of a feature extractor associated with a distance function. An extractor is generally suitable for representing a specific subset of images on a database. The boundary conditions are information used to detect this subset. The use of visualization in CBIR helps to represent the similarity relationship between images, improving the user's understanding of the CBIR system, allowing them to modify parameters to obtain better results. It is proven that the use of multiple descriptors with boundary conditions tends to improve the precision of CBIR queries, but there is no data on the impact that the technique generates on visualization. This paper uses multiple descriptors with boundary conditions to generate a Neighbor Joining similarity tree-based view. Tests have shown that the quality of the visualization may be related to the quality of the query result. In the context of similarity trees, the use of multiple descriptors contributed to a better-organized visualization.-
Descrição: dc.descriptionFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)-
Descrição: dc.descriptionConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)-
Descrição: dc.descriptionCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)-
Descrição: dc.descriptionSao Paulo State Univ, IT Dept, Aracatuba, Brazil-
Descrição: dc.descriptionUniv Fed Sao Carlos, Dept Comp, Sao Carlos, Brazil-
Descrição: dc.descriptionSao Paulo State Univ, IT Dept, Aracatuba, Brazil-
Descrição: dc.descriptionFAPESP: 2016/17078-0-
Formato: dc.format68-73-
Idioma: dc.languageen-
Publicador: dc.publisherIeee Computer Soc-
Relação: dc.relation2019 23rd International Conference Information Visualisation (iv): Biomedical Visualization And Geometric Modelling & Imaging-
???dc.source???: dc.sourceWeb of Science-
Palavras-chave: dc.subjectCBIR-
Palavras-chave: dc.subjecthierarchical visualization-
Palavras-chave: dc.subjectsimilarity tree-
Palavras-chave: dc.subjectneighbor joining-
Palavras-chave: dc.subjectmultiple descriptors-
Palavras-chave: dc.subjectboundary conditions-
Título: dc.titleEvaluating boundary conditions and hierarchical visualization in CBIR-
Aparece nas coleções:Repositório Institucional - Unesp

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