Title :
Meshfree strategy for diffuse optical tomography image reconstruction
Author :
Wang, Song ; Ueda, Yukio ; Liu, Huafeng
Author_Institution :
State Key Lab. of Modern Opt. Instrum., Zhejiang Univ., Hangzhou, China
Abstract :
Diffuse optical tomography (DOT) is widely researched all over the world as a functional optical imaging modality. To solve the complicated photon propagation model in arbitrary geometry in clinical applications, finite element method (FEM) is commonly employed, and a dual mesh scheme is always used to achieve enough accuracy in forward problems and reasonable solutions in highly ill-posed inverse problems. In this contribution, meshfree method is introduced to calculate photon distribution on target surface and a double node set scheme is adopted in image reconstruction. Burdensome mesh generation and modification processes of FEM are avoided, more accuracy in forward calculation and more robustness in image reconstruction can be achieved. The performance of the proposed method is shown in simulation experiments.
Keywords :
biomedical optical imaging; finite element analysis; image reconstruction; inverse problems; medical image processing; optical tomography; FEM; diffuse optical tomography; double node set scheme; finite element method; forward problems; ill-posed inverse problems; image reconstruction; meshfree strategy; photon distribution; Finite element methods; Geometrical optics; Image reconstruction; Inverse problems; Optical imaging; Optical propagation; Solid modeling; Surface reconstruction; Tomography; US Department of Transportation;
Conference_Titel :
Medical Image Analysis and Clinical Applications (MIACA), 2010 International Conference on
Conference_Location :
Guangdong
Print_ISBN :
978-1-4244-8011-1
DOI :
10.1109/MIACA.2010.5528502