Optical tomography with the discontinuous Galerkin formulation of the radiative transfer equation in frequency domain
- 1. Centre Universitaire de Recherche sur l'Aluminium, Université du Québec à Chicoutimi, Chicoutimi, QC, G7H 2B1 (Canada)
- 2. LTN UMR CNRS 6607 - Polytech' Nantes - La Chantrerie, Rue Christian Pauc, BP 50609, 44 306 Nantes Cedex 3 (France)
- 3. National Research Council, Montréal Rd Campus, M-10, Ottawa, ON, K1A 0R6 (Canada)
Description
Optical tomography is an inverse method of probing semi-transparent media with the help of light sources. The reconstruction of the optical properties usually employs finite volumes or continuous finite elements formulations of light transport as a forward model for the predictions. In a previous study, we have introduced a generalization of the inversion approach with finite elements formulations by using an integral form of the objective function. The novelty is that the surfaces of the detectors are taken into account in the reconstruction and compatibility is obtained for all finite element formulations. This present paper illustrates this new approach by developing a Discontinuous Galerkin formulation as a forward model for an optical tomography application in the frequency domain framework. Numerical tests are performed to gauge the accuracy of the method in recovering optical properties distribution with a gradient-based algorithm where the adjoint method is used to fastly compute the objective function gradient. It is seen that the reconstruction is accurate and can be affected by noise on the measurements as expected. Filtering of the gradient at each iteration of the reconstruction is used to cope with the ill-posed nature of the inverse problem and to improves the quality and accuracy of the reconstruction.
Availability note (English)
Available from http://dx.doi.org/10.1016/j.jqsrt.2012.03.003Additional details
Identifiers
- DOI
- 10.1016/j.jqsrt.2012.03.003;
- PII
- S0022-4073(12)00118-5;
Publishing Information
- Journal Title
- Journal of Quantitative Spectroscopy and Radiative Transfer
- Journal Volume
- 113
- Journal Issue
- 10
- Journal Page Range
- p. 805-814
- ISSN
- 0022-4073
- CODEN
- JQSRAE
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 44008617
- Subject category
- S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
- Descriptors DEI
- ACCURACY; ALGORITHMS; COMPATIBILITY; DISTRIBUTION; EQUATIONS; FINITE ELEMENT METHOD; LIGHT SOURCES; NOISE; OPTICAL PROPERTIES; RADIANT HEAT TRANSFER; SURFACES; TOMOGRAPHY; VISIBLE RADIATION
- Descriptors DEC
- CALCULATION METHODS; DIAGNOSTIC TECHNIQUES; ELECTROMAGNETIC RADIATION; ENERGY TRANSFER; HEAT TRANSFER; MATHEMATICAL LOGIC; MATHEMATICAL SOLUTIONS; NUMERICAL SOLUTION; PHYSICAL PROPERTIES; RADIATION SOURCES; RADIATIONS
Optional Information
- Copyright
- Copyright (c) 2012 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.