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https://hdl.handle.net/1959.11/9752
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | Jayawardena, Ashoka | en |
dc.contributor.author | Kwan, Paul H | en |
local.source.editor | Editor(s): Patrice Delmas, Burkhard Wuensche, Jason James | en |
dc.date.accessioned | 2012-03-19T17:26:00Z | - |
dc.date.issued | 2011 | - |
dc.identifier.citation | Proceedings of the 2011 Image and Vision Computing New Zealand Conference (IVCNZ), p. 483-487 | en |
dc.identifier.isbn | 9780473202811 | en |
dc.identifier.isbn | 9780473202835 | en |
dc.identifier.isbn | 9780473202828 | en |
dc.identifier.uri | https://hdl.handle.net/1959.11/9752 | - |
dc.description.abstract | In this paper, we introduce an algorithm that is able to segment objects in natural images by using active contours. Active contours are used to regularize the segmentations. Our approach utilizes multiple feature spaces to capture as much information as possible, followed by projecting the multiple dimensional features space onto a single dimension to enable improved active contour evolution. We apply the Fisher Linear Discriminant Analysis (FLDA) to optimally calculate the projection vector while providing prior knowledge on number of clusters that are present on the image. Preliminary experiments confirm that the proposed algorithm is able to segment objects in natural images while optimizing contour smoothness and noises. | en |
dc.language | en | en |
dc.publisher | Image and Vision Computing New Zealand | en |
dc.relation.ispartof | Proceedings of the 2011 Image and Vision Computing New Zealand Conference (IVCNZ) | en |
dc.title | Active Contour Image Segmentation in Fisher Discriminant Spaces | en |
dc.type | Conference Publication | en |
dc.relation.conference | IVCNZ 2011: 26th International Conference Image and Vision Computing New Zealand | en |
dc.subject.keywords | Pattern Recognition and Data Mining | en |
dc.subject.keywords | Computer Vision | en |
dc.subject.keywords | Image Processing | en |
local.contributor.firstname | Ashoka | en |
local.contributor.firstname | Paul H | en |
local.subject.for2008 | 080109 Pattern Recognition and Data Mining | en |
local.subject.for2008 | 080104 Computer Vision | en |
local.subject.for2008 | 080106 Image Processing | en |
local.subject.seo2008 | 970108 Expanding Knowledge in the Information and Computing Sciences | en |
local.subject.seo2008 | 890201 Application Software Packages (excl. Computer Games) | en |
local.profile.school | School of Science and Technology | en |
local.profile.school | School of Science and Technology | en |
local.profile.email | ajayawa2@une.edu.au | en |
local.profile.email | wkwan2@une.edu.au | en |
local.output.category | E1 | en |
local.record.place | au | en |
local.record.institution | University of New England | en |
local.identifier.epublicationsrecord | une-20111202-15058 | en |
local.date.conference | 29th November - 1st December, 2011 | en |
local.conference.place | Auckland, New Zealand | en |
local.publisher.place | New Zealand | en |
local.format.startpage | 483 | en |
local.format.endpage | 487 | en |
local.peerreviewed | Yes | en |
local.contributor.lastname | Jayawardena | en |
local.contributor.lastname | Kwan | en |
dc.identifier.staff | une-id:ajayawa2 | en |
dc.identifier.staff | une-id:wkwan2 | en |
local.profile.role | author | en |
local.profile.role | author | en |
local.identifier.unepublicationid | une:9943 | en |
dc.identifier.academiclevel | Academic | en |
dc.identifier.academiclevel | Academic | en |
local.title.maintitle | Active Contour Image Segmentation in Fisher Discriminant Spaces | en |
local.output.categorydescription | E1 Refereed Scholarly Conference Publication | en |
local.relation.url | http://www.ivs.auckland.ac.nz/ivcnz2011_temp/uploads/1377/2-ivcnz-2011-v3.pdf | en |
local.relation.url | http://www.ivs.auckland.ac.nz/ivcnz2011/programme.php | en |
local.conference.details | IVCNZ 2011: 26th International Conference Image and Vision Computing New Zealand, Auckland, New Zealand, 29th November - 1st December, 2011 | en |
local.search.author | Jayawardena, Ashoka | en |
local.search.author | Kwan, Paul H | en |
local.uneassociation | Unknown | en |
local.year.published | 2011 | en |
local.date.start | 2011-11-29 | - |
local.date.end | 2011-12-01 | - |
Appears in Collections: | Conference Publication |
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