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2D and 3D shape retrieval using skeleton filling rate

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dc.contributor.author Sirin, Yahya
dc.contributor.author Demirci, Muhammed Fatih
dc.date.accessioned 2019-06-26T07:40:33Z
dc.date.available 2019-06-26T07:40:33Z
dc.date.issued 2017-03
dc.identifier.citation Sirin, Y., & Demirci, M. F. (2017). 2D and 3D shape retrieval using skeleton filling rate. Multimedia Tools and Applications, 76(6), 7823-7848. en_US
dc.identifier.issn 1380-7501
dc.identifier.uri https://link.springer.com/article/10.1007%2Fs11042-016-3422-2
dc.identifier.uri http://hdl.handle.net/20.500.11851/1146
dc.description.abstract As an increasing number of digital images are generated, a demand for an efficient and effective image retrieval mechanisms grows. In this work, we present a new skeleton-based algorithm for 2D and 3D shape retrieval. The algorithm starts by drawing circles (spheres for 3D) of increasing radius around skeletons. Since each skeleton corresponds to the center of a maximally inscribed circle (sphere), this process results in circles (spheres) that are partially inside the shape. Computing the ratio between pixels that lie within the shape and the total number of pixels allows us to distinguish shapes with similar skeletons. Experimental evaluation of the proposed approach including a comprehensive comparison with the previous techniques demonstrates both effectiveness and robustness of our algorithm for shape retrieval using several 2D and 3D datasets. en_US
dc.language.iso eng en_US
dc.publisher Springer en_US
dc.rights info:eu-repo/semantics/closedAccess
dc.subject Shape Recognition en_US
dc.subject Shape Retrieval en_US
dc.subject Earth Mover'S Distance en_US
dc.subject 2D And 3D Skeleton en_US
dc.title 2D and 3D shape retrieval using skeleton filling rate en_US
dc.type article en_US
dc.relation.journal Multimedia Tools And Applications en_US
dc.contributor.department TOBB ETU, Faculty of Engineering, Department of Computer Engineering en_US
dc.contributor.department TOBB ETÜ, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü tr_TR
dc.identifier.volume 76
dc.identifier.issue 6
dc.identifier.startpage 7823
dc.identifier.endpage 7848
dc.identifier.wos WOS:000399017800011
dc.identifier.scopus 2-s2.0-84962616013
dc.contributor.tobbetuauthor Demirci, Muhammed Fatih
dc.contributor.YOKid 143569
dc.identifier.doi 10.1007/s11042-016-3422-2
dc.contributor.ScopusAuthorID 14041575400
dc.relation.publicationcategory Uluslararası yayın tr_TR


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