DC Field | Value | Language |
---|---|---|
dc.contributor.author | Park, Han-Mu | ko |
dc.contributor.author | Yoon, Kuk-Jin | ko |
dc.date.accessioned | 2018-08-20T06:41:07Z | - |
dc.date.available | 2018-08-20T06:41:07Z | - |
dc.date.created | 2018-07-23 | - |
dc.date.created | 2018-07-23 | - |
dc.date.issued | 2016-10-08 | - |
dc.identifier.citation | European Conference On Computer Vision, pp.189 - 204 | - |
dc.identifier.uri | http://hdl.handle.net/10203/244624 | - |
dc.description.abstract | This paper addresses the multi-attributed graph matching problem considering multiple attributes jointly while preserving the characteristics of each attribute. Since most of conventional graph matching algorithms integrate multiple attributes to construct a single attribute in an oversimplified way, the information from multiple attributes are not often fully exploited. In order to solve this problem, we propose a novel multi-layer graph structure that can preserve the particularities of each attribute in separated layers. Then, we also propose a multi-attributed graph matching algorithm based on the random walk centrality for the proposed multi-layer graph structure. We compare the proposed algorithm with other state-of-the-art graph matching algorithms based on the single-layer structure using synthetic and real datasets, and prove the superior performance of the proposed multi-layer graph structure and matching algorithm. | - |
dc.language | English | - |
dc.publisher | European Conference on Computer Vision Committee | - |
dc.title | Multi-attributed graph matching with multi-layer random walks | - |
dc.type | Conference | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 189 | - |
dc.citation.endingpage | 204 | - |
dc.citation.publicationname | European Conference On Computer Vision | - |
dc.identifier.conferencecountry | NE | - |
dc.identifier.conferencelocation | Amsterdam | - |
dc.identifier.doi | 10.1007/978-3-319-46487-9_12 | - |
dc.contributor.localauthor | Yoon, Kuk-Jin | - |
dc.contributor.nonIdAuthor | Park, Han-Mu | - |
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