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dc.contributor.convenorVaughan Clarkson and Jonathan Manton
dc.contributor.authorSpitzner, M
dc.contributor.authorGonzalez, R
dc.contributor.editorVaughan Clarkson and Jonathan Manton
dc.date.accessioned2017-05-03T13:27:41Z
dc.date.available2017-05-03T13:27:41Z
dc.date.issued2015
dc.identifier.issn1520-6149
dc.identifier.refuriicassp2015.org
dc.identifier.doi10.1109/ICASSP.2015.7178222
dc.identifier.urihttp://hdl.handle.net/10072/69668
dc.description.abstractThis paper presents a novel hybrid preprocessing method for improving noise resilience and improved computational efficiency of image skeletonisation. Common techniques for extracting the topological skeleton of a shape include distance transforms, thinning, and geometric analysis. All of these methods are sensitive to noise, and can suffer from instability and unwanted spurs. In the case of needing to match skeletons from different images, instability can be a significant problem. Skeleton stability using the proposed preprocessing method is evaluated for a range of existing medial axis transforms. It is shown to be more effective for suppressing unwanted spurs and improving stability against other preprocessing techniques.
dc.description.peerreviewedYes
dc.description.publicationstatusYes
dc.format.extent1199445 bytes
dc.format.mimetypeapplication/pdf
dc.languageEnglish
dc.publisherIEEE
dc.publisher.placeAustralia
dc.relation.ispartofstudentpublicationN
dc.relation.ispartofconferencename40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
dc.relation.ispartofconferencetitle2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP)
dc.relation.ispartofdatefrom2015-04-19
dc.relation.ispartofdateto2015-04-24
dc.relation.ispartoflocationBrisbane, AUSTRALIA
dc.relation.ispartofpagefrom1508
dc.relation.ispartofpageto1512
dc.rights.retentionY
dc.subject.fieldofresearchComputer vision
dc.subject.fieldofresearchcode460304
dc.titleShape Peeling for Improved Image Skeleton Stability
dc.typeConference output
dc.type.descriptionE1 - Conferences
dc.type.codeE - Conference Publications
gro.hasfulltextFull Text
gro.griffith.authorGonzalez, Ruben


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

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