DocumentCode
3486615
Title
An adaptive meshless method for spectrally resolved bioluminescence tomography
Author
Qin, Chenghu ; Tian, Jie ; Yang, Xin ; Liu, Kai ; Feng, Jinchao ; Yan, Guorui ; Zhu, Shouping ; Xu, Min
Author_Institution
Med. Image Process. Group, Chinese Acad. of Sci., Beijing, China
fYear
2009
fDate
7-10 Nov. 2009
Firstpage
2541
Lastpage
2544
Abstract
As a novel optical molecular imaging technology, bioluminescence tomography (BLT) has become a research focus which can localize and quantify an internal light source with the bioluminescent signal on the external surface of a small animal. However, BLT is ill-posed because of complex photon propagation in the biological tissue and noisy boundary measured data. Moreover, the disadvantage of the finite element method (FEM) commonly used in BLT is emerged gradually due to the troublesome mesh discretization. Therefore, an adaptive meshless method is presented to perform a quantitative reconstruction of the bioluminescent source for spectrally resolved BLT in this contribution, which not only can reduce the ill-posedness of BLT effectively through the application of multi-spectral information but also can avoid the time-consuming mesh generation. In addition, the reconstruction can be largely improved using adaptive technology based on a posteriori error estimation. Finally, the performance of this method is evaluated by numerical simulation experiments.
Keywords
biological tissues; bioluminescence; biomedical optical imaging; image reconstruction; medical image processing; mesh generation; optical tomography; FEM; adaptive meshless method; biological tissue; complex photon propagation; error estimation; finite element method; image reconstruction; mesh discretization; mesh generation; noisy boundary measured data; numerical simulation; optical molecular imaging; quantitative reconstruction; spectrally resolved bioluminescence tomography; Animals; Bioluminescence; Biomedical optical imaging; Focusing; Image reconstruction; Light sources; Molecular imaging; Optical propagation; Signal resolution; Tomography; Bioluminescence tomography (BLT); adaptive technology; meshless method; moving least square (MLS);
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location
Cairo
ISSN
1522-4880
Print_ISBN
978-1-4244-5653-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2009.5414007
Filename
5414007
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