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A multi-phase level set framework for source reconstruction in bioluminescence tomography
Huang, Heyu1; Qu, Xiaochao1; Liang, Jimin1; He, Xiaowei1,3; Chen, Xueli1; Yang, Da'an1; Tian, Jie1,2
发表期刊JOURNAL OF COMPUTATIONAL PHYSICS
2010-07-01
卷号229期号:13页码:5246-5256
文章类型Article
摘要We propose a novel multi-phase level set algorithm for solving the inverse problem of bioluminescence tomography. The distribution of unknown interior source is considered as piecewise constant and represented by using multiple level set functions. The localization of interior bioluminescence source is implemented by tracing the evolution of level set function. An alternate search scheme is incorporated to ensure the global optimal of reconstruction. Both numerical and physical experiments are performed to evaluate the developed level set reconstruction method. Reconstruction results show that the proposed method can stably resolve the interior source of bioluminescence tomography. (c) 2010 Elsevier Inc. All rights reserved.
关键词Bioluminescence Tomography Multi-phase Level Set Inverse Reconstruction
WOS标题词Science & Technology ; Technology ; Physical Sciences
关键词[WOS]ELECTRICAL-IMPEDANCE TOMOGRAPHY ; PHOTON PROPAGATION ; IMAGE-RECONSTRUCTION ; OPTICAL TOMOGRAPHY ; SCATTERING MEDIA ; LIGHT ; REGULARIZATION ; TISSUE ; MODEL ; ABSORPTION
收录类别SCI
语种英语
WOS研究方向Computer Science ; Physics
WOS类目Computer Science, Interdisciplinary Applications ; Physics, Mathematical
WOS记录号WOS:000278415800021
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被引频次:21[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/3903
专题中国科学院分子影像重点实验室
通讯作者Tian, Jie
作者单位1.Xidian Univ, Sch Life Sci & Technol, Life Sci Res Ctr, Xian 710071, Shaanxi, Peoples R China
2.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
3.Northwest Univ, Sch Informat Sci & Technol, Xian 710069, Peoples R China
通讯作者单位中国科学院自动化研究所
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Huang, Heyu,Qu, Xiaochao,Liang, Jimin,et al. A multi-phase level set framework for source reconstruction in bioluminescence tomography[J]. JOURNAL OF COMPUTATIONAL PHYSICS,2010,229(13):5246-5256.
APA Huang, Heyu.,Qu, Xiaochao.,Liang, Jimin.,He, Xiaowei.,Chen, Xueli.,...&Tian, Jie.(2010).A multi-phase level set framework for source reconstruction in bioluminescence tomography.JOURNAL OF COMPUTATIONAL PHYSICS,229(13),5246-5256.
MLA Huang, Heyu,et al."A multi-phase level set framework for source reconstruction in bioluminescence tomography".JOURNAL OF COMPUTATIONAL PHYSICS 229.13(2010):5246-5256.
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