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A new interactive segmentation scheme based on fuzzy affinity and live-wire
He, HG; Tian, J; Lin, Y; Lu, K; Wang, L; Jin, Y; Tian, Jie
Source PublicationFUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 1, PROCEEDINGS
2005
Volume3613Issue:2005Pages:436-443
SubtypeArticle
AbstractIn this paper we report the combination of the Live-Wire method with the region growing algorithm based on fuzzy affinity. First, we employed anisotropic diffusion filter to process the images which smoothed the images while keeping the edge, and then we confined the possible boundary in applying the Live-Wire method to the over-segmentation found by the region growing algorithm. The speed and the reliability of the segmentation of the Live-Wire method are greatly improved by such combination. This method has been used for CT and MR image segmentation. The results confirmed that our method is practical and accurate in the medical image segmentation.
KeywordInteractive Segmentation Scheme Based On Fuzzy Affnity
WOS HeadingsScience & Technology ; Technology
WOS KeywordIMAGE SEGMENTATION
Indexed BySCI ; ISTP
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Information Systems
WOS IDWOS:000232217900056
Citation statistics
Cited Times:4[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9128
Collection09年以前成果
Corresponding AuthorTian, Jie
AffiliationChinese Acad Sci, Med Image Proc Grp, Key Lab Complex Syst & Intelligence Sci, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
He, HG,Tian, J,Lin, Y,et al. A new interactive segmentation scheme based on fuzzy affinity and live-wire[J]. FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 1, PROCEEDINGS,2005,3613(2005):436-443.
APA He, HG.,Tian, J.,Lin, Y.,Lu, K.,Wang, L.,...&Tian, Jie.(2005).A new interactive segmentation scheme based on fuzzy affinity and live-wire.FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 1, PROCEEDINGS,3613(2005),436-443.
MLA He, HG,et al."A new interactive segmentation scheme based on fuzzy affinity and live-wire".FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 1, PROCEEDINGS 3613.2005(2005):436-443.
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