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dc.contributor.authorDahm, Nicholas
dc.contributor.authorGao, Yongsheng
dc.contributor.authorCaelli, Terry
dc.contributor.authorBunke, Horst
dc.contributor.editorJean-Philippe Thiran, Fabrice Labeau
dc.date.accessioned2017-11-28T06:20:24Z
dc.date.available2017-11-28T06:20:24Z
dc.date.issued2015
dc.identifier.isbn9781479983391
dc.identifier.issn1522-4880
dc.identifier.doi10.1109/ICIP.2015.7350957
dc.identifier.urihttp://hdl.handle.net/10072/123464
dc.description.abstractGraphs are a powerful and versatile data structure for pattern recognition. However, their flexibility brings inherent complexities for algorithms which seek to create or utilise graphs. In the context of computer vision, many feature detection algorithms can extract a suitable vertex set from an image. The creation of edges between these vertices presents new challenges, and effective methods for edge creation only exist for certain types of vertices such as points and regions. This paper presents a novel method for creating edges for image graphs, while supporting a wide array of vertex types. The presented method is principled, and its robustness is shown experimentally against a number of affine and projective transforms, as well as noise.
dc.description.peerreviewedYes
dc.languageEnglish
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.publisher.placeUnited States
dc.relation.ispartofconferencenameIEEE International Conference on Image Processing (ICIP)
dc.relation.ispartofconferencetitle2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)
dc.relation.ispartofdatefrom2015-09-27
dc.relation.ispartofdateto2015-09-30
dc.relation.ispartoflocationQuebec City, CANADA
dc.relation.ispartofpagefrom1036
dc.relation.ispartofpagefrom5 pages
dc.relation.ispartofpageto1040
dc.relation.ispartofpageto5 pages
dc.relation.ispartofvolume2015-December
dc.subject.fieldofresearchImage processing
dc.subject.fieldofresearchcode460306
dc.titleDelaunay-supported edges for image graphs
dc.typeConference output
dc.type.descriptionE1 - Conferences
dc.type.codeE - Conference Publications
gro.facultyGriffith Sciences, Griffith School of Engineering
gro.hasfulltextNo Full Text
gro.griffith.authorGao, Yongsheng


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    Contains papers delivered by Griffith authors at national and international conferences.

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