Robust reconstruction of fluorescence molecular tomography based on correntropy matching pursuit method for stem cell tracing
文献类型：期刊论文
| 作者 | Ma XB(马喜波)
|
| 刊名 | IEEE transactions on medical imaging
 |
| 出版日期 | 2018-10 |
| 卷号 | 37期号:10页码:2176-2184 |
| 关键词 | Fluorescence Molecular tomography+inverse problem+sparsity Adaptive Correntropy Matching pursuit+robust Reconstruction |
| 英文摘要 | Fluorescence molecular tomography, as a promising imaging modality in preclinical research, can obtain the three-dimensional position information of the stem cell in mice. however, because of the ill-posed nature and sensitivity to noise of the inverse problem, it is a chanlenge to develop a robust reconstruction method, which can accurately locate the stem cells and define the distribution. In this study, we proposed a sparsity adaptive correntropy matching pursuit (SACMP) method. SACMP method is independent on the noise distribution of measurements and it assign small weights on severely corrupted entries of data and large weights on severely corrupted entries of data and large weights on clean ones adaptively. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/21741]  |
| 专题 | 自动化研究所_中国科学院分子影像重点实验室 |
| 推荐引用方式 GB/T 7714 | Ma XB. Robust reconstruction of fluorescence molecular tomography based on correntropy matching pursuit method for stem cell tracing[J]. IEEE transactions on medical imaging,2018,37(10):2176-2184. |
| APA | Ma XB.(2018).Robust reconstruction of fluorescence molecular tomography based on correntropy matching pursuit method for stem cell tracing.IEEE transactions on medical imaging,37(10),2176-2184. |
| MLA | Ma XB."Robust reconstruction of fluorescence molecular tomography based on correntropy matching pursuit method for stem cell tracing".IEEE transactions on medical imaging 37.10(2018):2176-2184. |
入库方式： OAI收割
来源：自动化研究所
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