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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 | |
发表期刊 | FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 1, PROCEEDINGS |
2005 | |
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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