Publication:
Feature-level and descriptor-level information fusion for density-based 3D shape descriptors

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dc.contributor.coauthorAkgül C.B.
dc.contributor.coauthorSankur B.
dc.contributor.coauthorSchmitt F.
dc.contributor.departmentDepartment of Computer Engineering
dc.contributor.kuauthorYemez, Yücel
dc.contributor.kuprofileFaculty Member
dc.contributor.otherDepartment of Computer Engineering
dc.contributor.schoolcollegeinstituteCollege of Engineering
dc.contributor.yokid107907
dc.date.accessioned2024-11-09T23:22:06Z
dc.date.issued2007
dc.description.abstractWe address the 3D object retrieval problem using density-based shape descriptors. We explore first and second order local surface features and their multivariate combinations in the density estimation framework. We also experiment with descriptor level information fusion. The results, obtained using two different databases, Princeton Shape Benchmark and Sculpteur, show that, boosted with both feature level and descriptor level information fusion, the density-based shape description framework enables effective and efficient 3D object retrieval.
dc.description.indexedbyScopus
dc.description.indexedbyWoS
dc.description.openaccessYES
dc.description.publisherscopeInternational
dc.description.sponsoredbyTubitakEuN/A
dc.identifier.doi10.1109/SIU.2007.4298872
dc.identifier.isbn1424-4071-92
dc.identifier.isbn9781-4244-0719-4
dc.identifier.linkhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-50249116722anddoi=10.1109%2fSIU.2007.4298872andpartnerID=40andmd5=4f3abac761812a5de3e63e46d2ed6cc6
dc.identifier.quartileN/A
dc.identifier.scopus2-s2.0-50249116722
dc.identifier.urihttp://dx.doi.org/10.1109/SIU.2007.4298872
dc.identifier.urihttps://hdl.handle.net/20.500.14288/11007
dc.identifier.wos252924600084
dc.keywordsBenchmarking
dc.keywordsData fusion
dc.keywordsFusion reactions
dc.keywordsInformation fusion
dc.keywordsNuclear physics
dc.keywordsSensor data fusion
dc.keywordsSignal processing
dc.keywords3D object retrieval
dc.keywords3D shape descriptors
dc.keywordsDensity estimation
dc.keywordsDensity-based
dc.keywordsDescriptor
dc.keywordsFeature-level
dc.keywordsSecond orders
dc.keywordsShape description
dc.keywordsShape descriptors
dc.keywordsSurface features
dc.keywordsThree dimensional
dc.languageTurkish
dc.publisherIEEE
dc.source2007 IEEE 15th Signal Processing and Communications Applications, SIU
dc.subjectComputer engineering
dc.titleFeature-level and descriptor-level information fusion for density-based 3D shape descriptors
dc.title.alternativeOlasılık yoǧunluǧuna dayali 3B şekil betimleyicileri için öznitelik ve betimleyici düzeyinde bilgi kaynaşımı
dc.typeConference proceeding
dspace.entity.typePublication
local.contributor.authorid0000-0002-7515-3138
local.contributor.kuauthorYemez, Yücel
relation.isOrgUnitOfPublication89352e43-bf09-4ef4-82f6-6f9d0174ebae
relation.isOrgUnitOfPublication.latestForDiscovery89352e43-bf09-4ef4-82f6-6f9d0174ebae

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