Comparing shapes through multi-scale approximations of the matching distance

2014
journal article
article
8
6
cris.lastimport.scopus2024-04-07T15:11:20Z
cris.lastimport.wos2024-04-10T00:49:14Z
dc.abstract.enTwo of the main ingredients of topological persistence for shape comparison are persistence diagrams and the matching distance. Persistence diagrams are signatures capturing meaningful properties of shapes, while the matching distance can be used to stably compare them. From the application viewpoint, one drawback of these tools is the computational cost for evaluating the matching distance. In this paper we introduce a new framework for the matching distance estimation: It preserves the reliability of the entire approach in comparing shapes, extremely reducing the computational cost. Theoretical results are supported by experiments on 3D-models.pl
dc.affiliationWydział Matematyki i Informatyki : Instytut Informatyki i Matematyki Komputerowejpl
dc.contributor.authorCerri, Andreapl
dc.contributor.authorDi Fabio, Barbarapl
dc.contributor.authorJabłoński, Grzegorz - 115499 pl
dc.contributor.authorMedri, Filippopl
dc.date.accessioned2015-03-05T12:38:04Z
dc.date.available2015-03-05T12:38:04Z
dc.date.issued2014pl
dc.description.physical43-56pl
dc.description.volume121pl
dc.identifier.doi10.1016/j.cviu.2013.11.004pl
dc.identifier.eissn1090-235Xpl
dc.identifier.issn1077-3142pl
dc.identifier.urihttp://ruj.uj.edu.pl/xmlui/handle/item/3567
dc.languageengpl
dc.language.containerengpl
dc.rights.licencebez licencji
dc.subtypeArticlepl
dc.titleComparing shapes through multi-scale approximations of the matching distancepl
dc.title.journalComputer Vision and Image Understandingpl
dc.typeJournalArticlepl
dspace.entity.typePublication
Affiliations

* The migration of download and view statistics prior to the date of April 8, 2024 is in progress.

Views
0
Views per month

No access

No Thumbnail Available