中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Estimating patient-specific shape prior for medical image segmentation

文献类型:会议论文

作者ZhangWuxia ; YanPingkun ; LiXuelong
出版日期2011
会议名称2011 8th ieee international symposium on biomedical imaging: from nano to macro, isbi'11
会议日期march 30, 2011 - april 2, 2011
会议地点chicago, il, united states
关键词image segmentation shape modeling manifold learning
页码1451-1454
通讯作者zhang wuxia
英文摘要image segmentation is one of the key problems in medical image analysis. this paper presents a new statistical shape model for automatic image segmentation. in contrast to the previous model based segmentation methods, where shape priors are estimated from a general population-based shape model, our proposed method aims to estimate patient-specific shape priors to achieve more accurate segmentation by using manifold learning techniques. the proposed shape prior estimation method is incorporated into a deformable model based framework for image segmentation. the effectiveness of the proposed method has been demonstrated by the experiments on segmenting the prostate from mr images.
收录类别EI ; CPCI
产权排序1
会议录proceedings - international symposium on biomedical imaging
会议录出版者ieee computer society
会议录出版地445 hoes lane - p.o.box 1331, piscataway, nj 08855-1331, united states
语种英语
ISBN号9781424441280
源URL[http://ir.opt.ac.cn/handle/181661/20128]  
专题西安光学精密机械研究所_瞬态光学技术国家重点实验室
推荐引用方式
GB/T 7714
ZhangWuxia,YanPingkun,LiXuelong. Estimating patient-specific shape prior for medical image segmentation[C]. 见:2011 8th ieee international symposium on biomedical imaging: from nano to macro, isbi'11. chicago, il, united states. march 30, 2011 - april 2, 2011.

入库方式: OAI收割

来源:西安光学精密机械研究所

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