DocumentCode :
3061257
Title :
An Adaptive Multigrid method for modeling photon transport through biological tissues in bioluminescence tomography
Author :
Liu, Kai ; Tian, Jie ; Wang, Pu ; Liu, Dan ; Lv, Yujie ; Xu, Min ; Qin, Chenghu
Author_Institution :
Medical Image Processing Group, Institute of Automation, Chinese Academy of Sciences, P. O. Box 2728, Beijing 100190, China
fYear :
2008
fDate :
20-25 Aug. 2008
Firstpage :
462
Lastpage :
465
Abstract :
In this paper, we develop an Adaptive Multigrid method (AMGM) to model photon transport through biological tissues in bioluminescence tomography. In our method, the smoothing operation on fine levels and residual correction on coarse levels in V-Cycle offer fast convergence rate for this forward problem. Using a heterogeneous phantom, the methodology is validated by Monte Carlo simulations, and the computation speed is much higher than conventional smoothing iteration methods on a single grid. In actual biomedical imaging applications, especially when there are many sources in small animal body, AMGM is potential to accurately simulate the forward problem at very low computation cost.
Keywords :
Biological system modeling; Biological tissues; Biology computing; Bioluminescence; Biomedical computing; Convergence; Imaging phantoms; Multigrid methods; Single photon emission computed tomography; Smoothing methods; Algorithms; Computer Simulation; Image Enhancement; Image Interpretation, Computer-Assisted; Information Storage and Retrieval; Light; Luminescent Measurements; Models, Biological; Photons; Reproducibility of Results; Scattering, Radiation; Sensitivity and Specificity; Tomography, Optical;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
ISSN :
1557-170X
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2008.4649190
Filename :
4649190
Link To Document :
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