Large-Scale 3D Shape Retrieval from ShapeNet Core55

dc.contributor.authorSavva, M.en_US
dc.contributor.authorYu, F.en_US
dc.contributor.authorSu, Haoen_US
dc.contributor.authorAono, M.en_US
dc.contributor.authorChen, B.en_US
dc.contributor.authorCohen-Or, D.en_US
dc.contributor.authorDeng, W.en_US
dc.contributor.authorSu, Hangen_US
dc.contributor.authorBai, S.en_US
dc.contributor.authorBai, X.en_US
dc.contributor.authorFish, N.en_US
dc.contributor.authorHan, J.en_US
dc.contributor.authorKalogerakis, E.en_US
dc.contributor.authorLearned-Miller, E. G.en_US
dc.contributor.authorLi, Y.en_US
dc.contributor.authorLiao, M.en_US
dc.contributor.authorMaji, S.en_US
dc.contributor.authorTatsuma, A.en_US
dc.contributor.authorWang, Y.en_US
dc.contributor.authorZhang, N.en_US
dc.contributor.authorZhou, Z.en_US
dc.contributor.editorA. Ferreira and A. Giachetti and D. Giorgien_US
dc.date.accessioned2016-05-04T16:04:59Z
dc.date.available2016-05-04T16:04:59Z
dc.date.issued2016en_US
dc.description.abstractWith the advent of commodity 3D capturing devices and better 3D modeling tools, 3D shape content is becoming increasingly prevalent. Therefore, the need for shape retrieval algorithms to handle large-scale shape repositories is more and more important. This track aims to provide a benchmark to evaluate large-scale shape retrieval based on the ShapeNet dataset. We use ShapeNet Core55, which provides more than 50 thousands models over 55 common categories in total for training and evaluating several algorithms. Five participating teams have submitted a variety of retrieval methods which were evaluated on several standard information retrieval performance metrics. We find the submitted methods work reasonably well on the track benchmark, but we also see significant space for improvement by future algorithms. We release all the data, results, and evaluation code for the benefit of the community.en_US
dc.description.sectionheadersSHREC'16 Tracksen_US
dc.description.seriesinformationEurographics Workshop on 3D Object Retrievalen_US
dc.identifier.doi10.2312/3dor.20161092en_US
dc.identifier.isbn978-3-03868-004-8en_US
dc.identifier.issn1997-0471en_US
dc.identifier.pages89-98en_US
dc.identifier.urihttps://doi.org/10.2312/3dor.20161092en_US
dc.publisherThe Eurographics Associationen_US
dc.subjectCategories and Subject Descriptorsen_US
dc.subjectH.3.3 [Computer Graphics]en_US
dc.subjectInformation Systemsen_US
dc.subjectInformation Search and Retrievalen_US
dc.titleLarge-Scale 3D Shape Retrieval from ShapeNet Core55en_US
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