Segment-based foreground extraction dedicated to 3D reconstruction
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, J. | - |
dc.contributor.author | Park, A. | - |
dc.contributor.author | Jung, K. | - |
dc.date.available | 2019-04-10T10:59:15Z | - |
dc.date.created | 2018-04-17 | - |
dc.date.issued | 2010 | - |
dc.identifier.isbn | 9780769541099 | - |
dc.identifier.issn | 1051-4651 | - |
dc.identifier.uri | http://scholarworks.bwise.kr/ssu/handle/2018.sw.ssu/33318 | - |
dc.description.abstract | Researches of image-based 3D reconstruction have recently produced a number of good results, but they assume that the accurate foreground to be reconstructed is already extracted from each input image. This paper proposes a novel approach to extract more accurate foregrounds by iteratively performing foreground extraction and 3D reconstruction in a manner similar to an EM algorithm on regions segmented in an initial stage, called segments. After definitively extracting the foregrounds in multi-views based on simply selecting segments corresponding to the real foreground in only one image, further improved foregrounds are extracted by back-projecting 3D objects reconstructed based on the foreground extracted in the previous step into segments of each image in multi-views. These two steps are iteratively performed until the energy function is optimized. In the experiments, more accurate boundaries were obtained, although the proposed method used a simple 3D reconstruction method. © 2010 IEEE. | - |
dc.relation.isPartOf | Proceedings - International Conference on Pattern Recognition | - |
dc.title | Segment-based foreground extraction dedicated to 3D reconstruction | - |
dc.type | Conference | - |
dc.identifier.doi | 10.1109/ICPR.2010.875 | - |
dc.type.rims | CONF | - |
dc.identifier.bibliographicCitation | 2010 20th International Conference on Pattern Recognition, ICPR 2010, pp.3587 - 3590 | - |
dc.description.journalClass | 2 | - |
dc.identifier.scopusid | 2-s2.0-78149479720 | - |
dc.citation.conferenceDate | 2010-08-23 | - |
dc.citation.conferencePlace | Istanbul | - |
dc.citation.endPage | 3590 | - |
dc.citation.startPage | 3587 | - |
dc.citation.title | 2010 20th International Conference on Pattern Recognition, ICPR 2010 | - |
dc.contributor.affiliatedAuthor | Jung, K. | - |
dc.type.docType | Conference Paper | - |
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