CASIA OpenIR  > 09年以前成果
Modified fast marching and level set method for medical image segmentation
Zhu, Fuping; Tian, Jie
Source PublicationJOURNAL OF X-RAY SCIENCE AND TECHNOLOGY
2003
Volume11Issue:4Pages:193-204
SubtypeArticle
AbstractIn this paper, an interactive segmentation method that combines fast marching and level set method is proposed. Level set segmentation involves solving the energy-based active contour minimization problems by the computation of geodesics or minimal distance curves. First, by selecting the seed point, the fast marching method is used to extract rough boundaries of the interested object. We modified the traditional fast marching method to capture the weak edges by introducing watershed transform. Then, the contour obtained from the fast marching method mentioned above is regarded as an initialization and the level set method is used to finely tune the contour. The algorithm is demonstrated on some medical images: segmentation of knee tissues in CT image and segmentation of brain tissues in MR image. The results show that this method can remove the small regions obtained from fast marching method and converge the desired boundary.
KeywordDigital Subtraction Angiography
WOS HeadingsScience & Technology ; Technology ; Physical Sciences
Indexed BySCI
Language英语
WOS Research AreaInstruments & Instrumentation ; Optics ; Physics
WOS SubjectInstruments & Instrumentation ; Optics ; Physics, Applied
WOS IDWOS:000207067100001
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Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9926
Collection09年以前成果
Corresponding AuthorTian, Jie
AffiliationChinese Acad Sci, Inst Automat, Med Image Proc Grp, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
Zhu, Fuping,Tian, Jie. Modified fast marching and level set method for medical image segmentation[J]. JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY,2003,11(4):193-204.
APA Zhu, Fuping,&Tian, Jie.(2003).Modified fast marching and level set method for medical image segmentation.JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY,11(4),193-204.
MLA Zhu, Fuping,et al."Modified fast marching and level set method for medical image segmentation".JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY 11.4(2003):193-204.
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