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Cortical multiscale line-edge disparity model

dc.contributor.authorRodrigues, J. M. F.
dc.contributor.authorMartins, Jaime
dc.contributor.authorLam, Roberto
dc.contributor.authordu Buf, J. M. H.
dc.date.accessioned2013-01-16T13:31:08Z
dc.date.available2013-01-16T13:31:08Z
dc.date.issued2012-06
dc.date.updated2012-12-27T16:03:43Z
dc.description.abstractMost biological approaches to disparity extraction rely on the disparity energy model (DEM). In this paper we present an alternative approach which can complement the DEM model. This approach is based on the multiscale coding of lines and edges, because surface structures are composed of lines and edges and contours of objects often cause edges against their background. We show that the line/edge approach can be used to create a 3D wireframe representation of a scene and the objects therein. It can also significantly improve the accuracy of the DEM model, such that our biological models can compete with some state-of-the-art algorithms from computer vision.por
dc.identifier.citationRodrigues, J.M.F.; Martins, Jaime A.; Lam, R.; du Buf, J.M.H.Cortical multiscale line-edge disparity model, Cortical multiscale line-edge disparity model, Trabalho apresentado em Int. Conf. on Image Analysis and Recognition, In Proc. Int. Conf. on Image Analysis and Recognition, A. Campilho and M. Kamel (Eds.), Part I, LNCS 7324, Springer, Heidelberg, Aveiro, Portugal, 25-27 Jun., pp. 296-303. doi: 10.1007/978-3-642-31295-3_35, Aveiro, Portugal, 2012por
dc.identifier.isbn978-3-642-31294-6
dc.identifier.otherAUT: JRO00913; RLA01073; DUB00865;
dc.identifier.urihttp://hdl.handle.net/10400.1/2095
dc.language.isoengpor
dc.relationFACE AND OBJECT RECOGNITION BY 3D CORTICAL REPRESENTATIONS
dc.relationA neuro-dynamic framework for cognitive robotics: scene representations, behavioural sequences, and learning.
dc.relation.publisherversionhttp://link.springer.com/book/10.1007/978-3-642-31295-3/page/1#por
dc.subjectVisão humanapor
dc.subjectVisão computacionalpor
dc.subjectCórtexpor
dc.titleCortical multiscale line-edge disparity modelpor
dc.typebook part
dspace.entity.typePublication
oaire.awardTitleFACE AND OBJECT RECOGNITION BY 3D CORTICAL REPRESENTATIONS
oaire.awardTitleA neuro-dynamic framework for cognitive robotics: scene representations, behavioural sequences, and learning.
oaire.awardURIinfo:eu-repo/grantAgreement/FCT//SFRH%2FBD%2F44941%2F2008/PT
oaire.awardURIinfo:eu-repo/grantAgreement/EC/FP7/270247/EU
oaire.citation.endPage303por
oaire.citation.startPage293por
oaire.citation.titleImage Analysis and Recognition, 9th International Conference, ICIAR 2012, Aveiro, Portugal, June 25-27, 2012. Proceedings, Part Ipor
oaire.fundingStreamFP7
person.familyNameRodrigues
person.familyNameMartins
person.familyNameLam
person.familyNamedu Buf
person.givenNameJoao
person.givenNameJaime
person.givenNameRoberto
person.givenNameHans
person.identifier.ciencia-id8A19-98F7-9914
person.identifier.ciencia-id5A1D-9724-50B5
person.identifier.orcid0000-0002-3562-6025
person.identifier.orcid0000-0001-9360-0221
person.identifier.orcid0000-0003-4297-2441
person.identifier.orcid0000-0002-4345-1237
person.identifier.ridC-6738-2014
person.identifier.ridM-5125-2013
person.identifier.scopus-author-id55807461600
person.identifier.scopus-author-id55061238600
person.identifier.scopus-author-id36245331200
person.identifier.scopus-author-id6604075916
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100008530
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameEuropean Commission
rcaap.rightsopenAccesspor
rcaap.typebookPartpor
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relation.isAuthorOfPublicationdc16525e-6025-44b8-ac52-425a8e9e6c06
relation.isAuthorOfPublicationad2009c3-f610-410a-a915-32e73af81ee8
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