Title :
INVERSE BIOMEDICAL IMAGING USING SEPARATELY ADAPTED MESHES FOR PARAMETERS AND FORWARD MODEL VARIABLES
Author :
Bangerth, Wolfgang ; Joshi, Amit ; Sevick, Eva
Author_Institution :
Dept. of Math., Texas A&M Univ., College Station, TX
Abstract :
Many important existing and upcoming biomedical imaging modalities lead to nonlinear relationships between state variables from which measurements result and the tissue properties one would like to reconstruct, and typically involve partial differential equations. For such cases, exact reconstruction formulas are rarely known and their solution requires numerical techniques such as the finite element method that approximates all involved variables on a mesh. Traditionally, the same mesh is used for all involved variables. In this contribution, we argue that this is inappropriate and meshes should be chosen independently of each other for the various variables involved. We support this claim through a numerical experiment
Keywords :
biomedical imaging; mesh generation; adapted mesh; finite element method; forward model variables; inverse biomedical imaging; parameters; Biomedical imaging; Biomedical measurements; Biomedical optical imaging; Finite element methods; Image reconstruction; Impedance; Inverse problems; Nonlinear optics; Partial differential equations; Tomography;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on
Conference_Location :
Arlington, VA
Print_ISBN :
1-4244-0672-2
Electronic_ISBN :
1-4244-0672-2
DOI :
10.1109/ISBI.2007.357115