Automatic moving object segmentation using histogram-based graph cut and label maps
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, D. | - |
dc.contributor.author | Paik, J. | - |
dc.date.available | 2019-03-09T02:42:21Z | - |
dc.date.issued | 2012-09 | - |
dc.identifier.issn | 0013-5194 | - |
dc.identifier.issn | 1350-911X | - |
dc.identifier.uri | https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/15124 | - |
dc.description.abstract | Presented is a novel object segmentation method using a histogram-based graph cut algorithm with automatically generated label maps. The proposed method consists of three steps including: (i) preprocessing, (ii) label map generation and update, and (iii) object segmentation. The pre-processing step over-segments the input image using the median filter-based watershed algorithm. The label map is generated by using optical-flow and morphological skeletonisation, and it is updated using colour histogram and the Bhattacharyya coefficient for the following frame. Moving objects are finally extracted by using the histogram-based graph-cut method. Experimental results show that the proposed method is significantly faster than existing object segmentation methods by removing user interaction. | - |
dc.language | 영어 | - |
dc.language.iso | ENG | - |
dc.publisher | INST ENGINEERING TECHNOLOGY-IET | - |
dc.title | Automatic moving object segmentation using histogram-based graph cut and label maps | - |
dc.type | Article | - |
dc.identifier.doi | 10.1049/el.2012.0740 | - |
dc.identifier.bibliographicCitation | ELECTRONICS LETTERS, v.48, no.19, pp 1198 - U47 | - |
dc.description.isOpenAccess | N | - |
dc.identifier.wosid | 000308807300019 | - |
dc.identifier.scopusid | 2-s2.0-84921871986 | - |
dc.citation.endPage | U47 | - |
dc.citation.number | 19 | - |
dc.citation.startPage | 1198 | - |
dc.citation.title | ELECTRONICS LETTERS | - |
dc.citation.volume | 48 | - |
dc.type.docType | Article | - |
dc.publisher.location | 영국 | - |
dc.subject.keywordPlus | IMAGE SEGMENTATION | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.description.journalRegisteredClass | sci | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
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