Robust reconstruction of fluorescence molecular tomography based on correntropy matching pursuit method for stem cell tracing

	Robust reconstruction of fluorescence molecular tomography based on correntropy matching pursuit method for stem cell tracing
	Ma XB(马喜波)
发表期刊	IEEE transactions on medical imaging
	2018-10
卷号	37 期号:10 页码:2176-2184
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.
关键词	Fluorescence Molecular tomography+inverse problem+sparsity Adaptive Correntropy Matching pursuit+robust Reconstruction
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/21741
专题	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.

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TMI-2018-正式版.pdf（1623KB）	期刊论文	作者接受稿	开放获取	CC BY-NC-SA	浏览下载