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On the effect of feedback in multilevel representation spaces for visual surveillance tasks

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dc.contributor.authorCarmona, Enrique J.
dc.contributor.authorMartínez Campos, Javier
dc.contributor.authorMira Mira, José
dc.contributor.authorRincón Zamorano, Mariano
dc.contributor.authorBachiller Mayoral, Margarita
dc.contributor.authorMartínez Tomás, Rafael
dc.date.accessioned2024-06-11T15:15:27Z
dc.date.available2024-06-11T15:15:27Z
dc.date.issued2009-01
dc.description.abstractIn this work we propose a general top–down feedback scheme between adjacent description levels to interpret video sequences. This scheme distinguishes two types of feedback: repair-oriented feedback and focus-oriented feedback. With the first it is possible to improve the system's performance and produce more reliable and consistent information, and with the second it is possible to adjust the computational load to match the aims. Finally, the general feedback scheme is used in different examples for a visual surveillance application which improved the final result of each description level by using the information in the higher adjacent level.en
dc.description.versionversión final
dc.identifier.doihttp://dx.doi.org/10.1016/j.neucom.2008.06.013
dc.identifier.issn1872-8286
dc.identifier.urihttps://hdl.handle.net/20.500.14468/22407
dc.journal.issue4-6
dc.journal.titleNeurocomputing
dc.journal.volume72
dc.language.isoen
dc.publisherElsevier
dc.relation.centerFacultades y escuelas::E.T.S. de Ingeniería Informática
dc.relation.departmentInteligencia Artificial
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
dc.subject.keywordsVisual Surveillance Systems
dc.subject.keywordsVideo Sequence Interpretation
dc.subject.keywordsHigh Level Vision
dc.subject.keywordsPredictive Diagnosis Task
dc.subject.keywordsFeedback between Description Levels
dc.titleOn the effect of feedback in multilevel representation spaces for visual surveillance taskses
dc.typejournal articleen
dc.typeartículoes
dspace.entity.typePublication
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relation.isAuthorOfPublication124f1ca1-9e71-43bb-b992-4a9c3997dc5d
relation.isAuthorOfPublicationc87ba267-e907-4b5f-ad5f-319c1cb3d3cd
relation.isAuthorOfPublication.latestForDiscovery06a389cc-435e-4713-a8d7-8350f08ea1a8
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