Publication:
Subspace-based techniques for retrieval of general 3D models

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dc.conference.dateAPR 9-11, 2009
dc.conference.locationAntalya, TURKEY
dc.conference.organizer2009 IEEE 17th Signal Processing and Communications Applications Conference (SIU 2009)
dc.contributor.coauthorSankur, Bülent
dc.contributor.coauthorDutaǧac, Helin
dc.contributor.departmentDepartment of Computer Engineering
dc.contributor.facultymemberYes
dc.contributor.kuauthorYemez, Yücel
dc.contributor.schoolcollegeinstituteCollege of Engineering
dc.date.accessioned2024-11-10T00:12:47Z
dc.date.issued2009
dc.description.abstractIn this paper we investigate the potential of subspace techniques, such as, PCA, ICA and NMF in the case of indexing and retrieval of generic 3D models. We address the 3D shape alignment problem via continuous PCA and the exhaustive axis labeling and reflections. We find that the most propitious 3D distance transform leading to discriminative subspace features is the inverse distance transform. Our performance on the Princeton Shape Benchmark is on a par with the state-of-the-art methods.
dc.description.fulltextNo
dc.description.harvestedfromManual
dc.description.indexedbyScopus
dc.description.openaccessYES
dc.description.peerreviewstatusN/A
dc.description.publisherscopeInternational
dc.description.readpublishN/A
dc.description.sponsoredbyTubitakEuN/A
dc.description.studentonlypublicationNo
dc.description.studentpublicationNo
dc.description.versionN/A
dc.identifier.WoSQuartileN/A
dc.identifier.doi10.1109/SIU.2009.5136481
dc.identifier.embargoN/A
dc.identifier.isbn9781424444366
dc.identifier.scopus2-s2.0-70350334772
dc.identifier.urihttps://doi.org/10.1109/SIU.2009.5136481
dc.identifier.urihttps://hdl.handle.net/20.500.14288/17717
dc.keywords3-D shape
dc.keywords3D models
dc.keywordsDistance transforms
dc.keywordsIndexing and retrieval
dc.keywordsState-of-the-art methods
dc.keywordsSubspace techniques
dc.keywordsContent based retrieval
dc.keywordsSignal processing
dc.keywordsThree dimensional
dc.language.isotur
dc.publisherInstitute of Electrical and Electronics Engineers
dc.relation.affiliationKoç University
dc.relation.collectionKoç University Institutional Repository
dc.relation.ispartof2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009
dc.relation.openaccessN/A
dc.rightsN/A
dc.subjectComputer engineering
dc.subjectComputer science
dc.subjectInformation science
dc.titleSubspace-based techniques for retrieval of general 3D models
dc.title.alternativeÜç boyutlu modellerin veritabanlarında aranması için altuzay teknikleri
dc.typeConference Proceeding
dspace.entity.typePublication
local.contributor.kuauthorYemez, Yücel
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relation.isOrgUnitOfPublication.latestForDiscovery89352e43-bf09-4ef4-82f6-6f9d0174ebae
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