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  4. A spline-based forward model for Optical Diffuse Tomography
 
conference paper

A spline-based forward model for Optical Diffuse Tomography

Baritaux, Jean-Charles  
•
Sekhar, S. Chandra
•
Unser, Michael  
2008
2008 Ieee International Symposium On Biomedical Imaging: From Nano To Macro
5th IEEE International Symposium on Biomedical Imaging - From Nano to Macro

Reconstruction algorithms for Optical Diffuse Tomography (ODT) rely heavily on fast and accurate forward models. Arbitrary geometries and boundary conditions need to be handled rigorously since they are the only input to the inverse problem. From this perspective, Finite Element Methods (FEM) are good candidates to implement a forward model. However, these methods require to mesh the domain of interest, which is impractical on a routine basis. The other downside of the FEM is that the basis functions are often not compatible with the ones used for solving the inverse problem, which typically have less degrees of freedom. In this work, we tackle the 2D problem, and propose a forward model that uses a mesh-free discretization based on linear B-Splines. It combines the advantages of the FEM, while offering a fast and much simpler way of handling complex geometries. Another motivation for this work is that the underlying B-spline model is equally suitable for the subsequent reconstruction part of the process (solving the inverse problem). In particular, it is compatible with wavelets and multiresolution-type signal representations.

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Type
conference paper
DOI
10.1109/ISBI.2008.4541013
Web of Science ID

WOS:000258259800097

Author(s)
Baritaux, Jean-Charles  
Sekhar, S. Chandra
Unser, Michael  
Date Issued

2008

Publisher

Ieee Service Center, 445 Hoes Lane, Po Box 1331, Piscataway, Nj 08855-1331 Usa

Published in
2008 Ieee International Symposium On Biomedical Imaging: From Nano To Macro
Start page

384

End page

387

Subjects

Diffuse Optical Tomography

•

forward model

•

mesh-free Finite Element Method

•

B-spline

URL

URL

http://bigwww.epfl.ch/publications/baritaux0801.html

URL

http://bigwww.epfl.ch/publications/baritaux0801.pdf

URL

http://bigwww.epfl.ch/publications/baritaux0801.ps
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LIB  
Event nameEvent placeEvent date
5th IEEE International Symposium on Biomedical Imaging - From Nano to Macro

Paris, FRANCE

May 14-17, 2008

Available on Infoscience
November 30, 2010
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/61136
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