A trust region method in adaptive finite element framework for bioluminescence tomography
文献类型：期刊论文
| 作者 | Zhang, Bo1; Yang, Xin2 ; Qin, Chenghu2; Liu, Dan2; Zhu, Shouping2; Feng, Jinchao3; Sun, Li3; Liu, Kai2; Han, Dong2; Ma, Xibo2
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| 刊名 | OPTICS EXPRESS
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| 出版日期 | 2010-03-29 |
| 卷号 | 18期号:7页码:6477-6491 |
| 英文摘要 | Bioluminescence tomography (BLT) is an effective molecular imaging (MI) modality. Because of the ill-posedness, the inverse problem of BLT is still open. We present a trust region method (TRM) for BLT source reconstruction. The TRM is applied in the source reconstruction procedure of BLT for the first time. The results of both numerical simulations and the experiments of cube phantom and nude mouse draw us to the conclusion that based on the adaptive finite element (AFE) framework, the TRM works in the source reconstruction procedure of BLT. To make our conclusion more reliable, we also compare the performance of the TRM and that of the famous Tikhonov regularization method after only one step of mesh refinement of the AFE framework. The conclusion is that the TRM can get faster and better results after only one mesh refinement step of AFE framework than the Tikhonov regularization method when handling large scale data. In the TRM, all the parameters are fixed, while in the Tikhonov method the regularization parameter needs to be well selected. (C) 2010 Optical Society of America |
| WOS标题词 | Science & Technology ; Physical Sciences |
| 类目[WOS] | Optics |
| 研究领域[WOS] | Optics |
| 关键词[WOS] | LIGHT ; RECONSTRUCTION ; TRANSPORT ; BOUNDARY ; TISSUES ; MEDIA |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000276602000007 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3907]  |
| 专题 | 自动化研究所_中国科学院分子影像重点实验室 |
| 作者单位 | 1.Northeastern Univ, Sino Dutch Biomed & Informat Engn Sch, Shenyang 110004, Peoples R China 2.Chinese Acad Sci, Inst Automat, Med Image Proc Grp, Beijing 100190, Peoples R China 3.Beijing Univ Technol, Dept Elect Informat & Control Engn, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, Bo,Yang, Xin,Qin, Chenghu,et al. A trust region method in adaptive finite element framework for bioluminescence tomography[J]. OPTICS EXPRESS,2010,18(7):6477-6491. |
| APA | Zhang, Bo.,Yang, Xin.,Qin, Chenghu.,Liu, Dan.,Zhu, Shouping.,...&Tian, Jie.(2010).A trust region method in adaptive finite element framework for bioluminescence tomography.OPTICS EXPRESS,18(7),6477-6491. |
| MLA | Zhang, Bo,et al."A trust region method in adaptive finite element framework for bioluminescence tomography".OPTICS EXPRESS 18.7(2010):6477-6491. |
入库方式： OAI收割
来源：自动化研究所
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