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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
2005
发表期刊FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 1, PROCEEDINGS
卷号3613期号:2005页码:436-443
文章类型Article
摘要In 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.
关键词Interactive Segmentation Scheme Based On Fuzzy Affnity
WOS标题词Science & Technology ; Technology
关键词[WOS]IMAGE SEGMENTATION
收录类别SCI ; ISTP
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Information Systems
WOS记录号WOS:000232217900056
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9128
专题09年以前成果
通讯作者Tian, Jie
作者单位Chinese Acad Sci, Med Image Proc Grp, Key Lab Complex Syst & Intelligence Sci, Beijing 100080, Peoples R China
推荐引用方式
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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