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dc.contributor.authorCohen, Laurent D.
dc.contributor.authorPeyré, Gabriel
dc.contributor.authorJung, Miyoun
dc.date.accessioned2011-05-30T10:01:51Z
dc.date.available2011-05-30T10:01:51Z
dc.date.issued2011
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/6355
dc.language.isoenen
dc.subjectlevel set functionen
dc.subjectnon-local energyen
dc.subjectinpaintingen
dc.subjectactive contouren
dc.subjectsegmentationen
dc.subject.ddc621.3en
dc.titleNon-local Segmentation and Inpaitingen
dc.typeCommunication / Conférence
dc.description.abstractenThis article introduces a new variational image segmentation method that makes use of non-local comparisons between pairs of patches in the image and is robust to missing data (e.g. damaged pixels or large missing regions). The resulting segmentation is at the heart of a novel inpainting algorithm that also uses a non-local regularization. This segmentation and inpainting approach only requires a local homogeneity of the features inside and outside the region to be segmented. In contrast to existing region-based segmentation methods, it allows us to segment regions with smoothly varying intensity as well as multiple objects with different intensities. This comparison principle is also less sensitive to initialization than edge-based approaches.en
dc.identifier.citationpages3373-3376
dc.relation.ispartoftitle18th IEEE International Conference on Image Processing (ICIP), 2011 - proceedings
dc.relation.ispartofpublnameIEEE
dc.relation.ispartofdate2011
dc.relation.isversionofdoihttp://dx.doi.org/10.1109/ICIP.2011.6116432
dc.identifier.urlsitehttp://hal.archives-ouvertes.fr/hal-00591280/fr/en
dc.description.sponsorshipprivateouien
dc.subject.ddclabelTraitement du signalen
dc.relation.ispartofisbn978-1-4577-1304-0
dc.relation.conftitleICIP'11: IEEE International Conference on Image Processingen
dc.relation.confdate2011-09
dc.relation.confcityBruxellesen
dc.relation.confcountryBelgiqueen


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