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A new interactive segmentation scheme based on fuzzy affinity and Live-Wire

  • Huiguang He
  • , Jie Tian*
  • , Yao Lin
  • , Ke Lu
  • *此作品的通讯作者
  • Chinese Academy of Sciences

科研成果: 书/报告/会议事项章节会议稿件同行评审

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.

源语言英语
主期刊名Fuzzy Systems and Knowledge Discovery - Second International Conference, FSKD 2005, Proceedings
出版商Springer Verlag
436-443
页数8
ISBN(印刷版)9783540283126
DOI
出版状态已出版 - 2006
已对外发布
活动2nd International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2005 - Changsa, 中国
期限: 27 8月 200529 8月 2005

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
3613 LNAI
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议2nd International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2005
国家/地区中国
Changsa
时期27/08/0529/08/05

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