Automatic foreground extraction by background elimination based on multiscale segmentation
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Park, Ki Tae | - |
dc.contributor.author | Park, Chan Woo | - |
dc.contributor.author | Moon, Young Shik | - |
dc.date.accessioned | 2021-06-23T10:41:56Z | - |
dc.date.available | 2021-06-23T10:41:56Z | - |
dc.date.issued | 2011-06 | - |
dc.identifier.issn | 0091-3286 | - |
dc.identifier.issn | 1560-2303 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/37410 | - |
dc.description.abstract | We propose an approach to automatically extracting foreground regions. This is a novel method for segmenting salient objects from still images by background elimination. To extract foreground regions, a new method of background elimination based on multiscale segmentation is proposed to detect candidate object regions. To this end, we use a trimap consisting of foreground, background, and undefined regions and a region adjacency graph. A graph-cut technique is finally used to extract exact foreground regions from the candidates. Experimental results have shown that the proposed method yields a better foreground extraction than Kim's method under various environments containing multiple objects and clutter backgrounds in natural images. | - |
dc.format.extent | 8 | - |
dc.language | 영어 | - |
dc.language.iso | ENG | - |
dc.publisher | S P I E - International Society for Optical Engineering | - |
dc.title | Automatic foreground extraction by background elimination based on multiscale segmentation | - |
dc.type | Article | - |
dc.publisher.location | 미국 | - |
dc.identifier.doi | 10.1117/1.3582862 | - |
dc.identifier.scopusid | 2-s2.0-81755183702 | - |
dc.identifier.wosid | 000292299400040 | - |
dc.identifier.bibliographicCitation | Optical Engineering, v.50, no.6, pp 1 - 8 | - |
dc.citation.title | Optical Engineering | - |
dc.citation.volume | 50 | - |
dc.citation.number | 6 | - |
dc.citation.startPage | 1 | - |
dc.citation.endPage | 8 | - |
dc.type.docType | Article | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | sci | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Optics | - |
dc.relation.journalWebOfScienceCategory | Optics | - |
dc.subject.keywordPlus | REGION | - |
dc.subject.keywordAuthor | foreground extraction | - |
dc.subject.keywordAuthor | background elimination | - |
dc.subject.keywordAuthor | multiscale segmentation | - |
dc.subject.keywordAuthor | graph cuts | - |
dc.identifier.url | https://www.spiedigitallibrary.org/journals/optical-engineering/volume-50/issue-6/067004/Automatic-foreground-extraction-by-background-elimination-based-on-multiscale-segmentation/10.1117/1.3582862.short?SSO=1 | - |
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