Imaging of scattering media by diffusion tomography: an iterative perturbation approach

Yao Wang, Jeng Hua Chang, Raphael Aronson, Randall L. Barbour, Harry L. Graber, Jack Lubowsky

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper describes an iterative perturbation approach for imaging the absorption properties of a dense scattering medium. This method iteratively adjusts the current estimate until the calculated photon fluxes for the estimated medium match the detected readings. The inverse update in each iteration is accomplished by solving a linear perturbation equation. It is similar to the compensation theory method used in electrical impedance tomography. A comparison was made between the methods of conjugate gradient descent and projection onto convex sets for the solution of the perturbation equation. The former converges more rapidly, but can yield an inaccurate solution where the problem is underdetermined. The latter can incorporate many types of a priori information to reach a correct solution, but progresses very slowly. A multigrid progressive reconstruction technique is proposed which computes the fine details with the help of the coarse structure. It is quite effective in forcing the correct solution and reducing computation time. These methods have been used to reconstruct several inhomogeneous media containing simple structures, from steady-state reflectance data. Two sets of data are tested: one calculated according to the perturbation model, and the other using Monte Carlo methods. When the difference between the absorption distributions of the test medium and the initial estimate is localized, a single step of the perturbation approach can resolve the absorption distribution reasonably well to within five transport mean free path lengths from the surface. At greater depths, the reconstruction is less reliable.

Original languageEnglish (US)
Title of host publicationProceedings of SPIE - The International Society for Optical Engineering
PublisherPubl by Int Soc for Optical Engineering
Pages58-71
Number of pages14
ISBN (Print)0819407879
StatePublished - 1992
EventPhysiological Monitoring and Early Detection Diagnostic Methods - Los Angeles, CA, USA
Duration: Jan 22 1992Jan 23 1992

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume1641
ISSN (Print)0277-786X

Other

OtherPhysiological Monitoring and Early Detection Diagnostic Methods
CityLos Angeles, CA, USA
Period1/22/921/23/92

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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  • Cite this

    Wang, Y., Chang, J. H., Aronson, R., Barbour, R. L., Graber, H. L., & Lubowsky, J. (1992). Imaging of scattering media by diffusion tomography: an iterative perturbation approach. In Proceedings of SPIE - The International Society for Optical Engineering (pp. 58-71). (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 1641). Publ by Int Soc for Optical Engineering.