Please use this identifier to cite or link to this item: https://hdl.handle.net/1959.11/61851
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dc.contributor.authorAlves, Thamiris de Souzaen
dc.contributor.authorOliveira, Caterine Silva deen
dc.contributor.authorSanin, Cesaren
dc.contributor.authorSzczerbicki, Edwarden
dc.date.accessioned2024-07-29T02:22:50Z-
dc.date.available2024-07-29T02:22:50Z-
dc.date.issued2018-
dc.identifier.citationProcedia Computer Science, v.126, p. 1855-1864en
dc.identifier.issn1877-0509en
dc.identifier.urihttps://hdl.handle.net/1959.11/61851-
dc.description.abstract<p>Computer vision research and applications have their origins in 1960s. Limitations in computational resources inherent of that time, among other reasons, caused research to move away from artificial intelligence and generic recognition goals to accomplish simple tasks for constrained scenarios. In the past decades, the development in machine learning techniques has contributed to noteworthy progress in vision systems. However, most applications rely on purely bottom-up approaches that require large amounts of training data and are not able to generalize well for novel data. In this work, we survey knowledge associated to Computer Vision Systems developed in the last ten years. It is seen that the use of explicit knowledge has contributed to improve several computer vision tasks. The integration of explicit knowledge with image data enables the development of applications that operate on a joint bottom-up and top-down approach to visual learning, analogous to human vision. Knowledge associated to vision systems is shown to have less dependency on data, increased accuracy, and robustness.</p>en
dc.languageenen
dc.publisherElsevier BVen
dc.relation.ispartofProcedia Computer Scienceen
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.titleFrom Knowledge based Vision Systems to Cognitive Vision Systems: A Reviewen
dc.typeConference Publicationen
dc.relation.conferenceKES 2018: International Conference on Knowledge Based and Intelligent Information and Engineering Systemsen
dc.identifier.doi10.1016/j.procS.2018.08.077en
dcterms.accessRightsUNE Greenen
local.contributor.firstnameThamiris de Souzaen
local.contributor.firstnameCaterine Silva deen
local.contributor.firstnameCesaren
local.contributor.firstnameEdwarden
local.profile.schoolSchool of Science and Technologyen
local.profile.emailcmaldon3@une.edu.auen
local.output.categoryE1en
local.record.placeauen
local.record.institutionUniversity of New Englanden
local.date.conference3rd to 5th of September, 2018en
local.conference.placeBelgrade, Serbiaen
local.publisher.placeThe Netherlandsen
local.format.startpage1855en
local.format.endpage1864en
local.peerreviewedYesen
local.identifier.volume126en
local.title.subtitleA Reviewen
local.access.fulltextYesen
local.contributor.lastnameAlvesen
local.contributor.lastnameOliveiraen
local.contributor.lastnameSaninen
local.contributor.lastnameSzczerbickien
dc.identifier.staffune-id:cmaldon3en
local.profile.orcid0000-0001-8515-417Xen
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.identifier.unepublicationidune:1959.11/61851en
local.date.onlineversion2018-08-28-
dc.identifier.academiclevelAcademicen
dc.identifier.academiclevelAcademicen
dc.identifier.academiclevelAcademicen
dc.identifier.academiclevelAcademicen
local.title.maintitleFrom Knowledge based Vision Systems to Cognitive Vision Systemsen
local.output.categorydescriptionE1 Refereed Scholarly Conference Publicationen
local.conference.detailsKES 2018: International Conference on Knowledge Based and Intelligent Information and Engineering Systems, Belgrade, Serbia, 3rd to 5th of September, 2018en
local.search.authorAlves, Thamiris de Souzaen
local.search.authorOliveira, Caterine Silva deen
local.search.authorSanin, Cesaren
local.search.authorSzczerbicki, Edwarden
local.open.fileurlhttps://rune.une.edu.au/web/retrieve/6764553f-b898-4af0-ac57-049df18269c1en
local.uneassociationNoen
local.atsiresearchNoen
local.sensitive.culturalNoen
local.year.available2018en
local.year.published2018en
local.fileurl.openhttps://rune.une.edu.au/web/retrieve/6764553f-b898-4af0-ac57-049df18269c1en
local.fileurl.openpublishedhttps://rune.une.edu.au/web/retrieve/6764553f-b898-4af0-ac57-049df18269c1en
local.subject.for20204602 Artificial intelligenceen
local.profile.affiliationtypeExternal Affiliationen
local.profile.affiliationtypeExternal Affiliationen
local.profile.affiliationtypeExternal Affiliationen
local.profile.affiliationtypeExternal Affiliationen
local.date.moved2024-08-09en
Appears in Collections:Conference Publication
School of Science and Technology
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