• DocumentCode
    3452985
  • Title

    Three-dimensional optical diffusion imaging in a Bayesian framework

  • Author

    Milstein, A.B. ; Oh, S. ; Webb, K.J. ; Bouman, C.A.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
  • fYear
    2001
  • fDate
    11-11 May 2001
  • Firstpage
    400
  • Lastpage
    401
  • Abstract
    Summary form only given. Spectroscopic specificity and low photon energy are particularly attractive features of optical tissue imaging. This potential has spurred interest in optical diffusion imaging, where the spatially-dependent scatter and absorption are to be reconstructed using measured data with a number of source and detector locations using a diffusion equation forward model. While robust and accurate inversions have been achieved for 2-D test problems, practical optical diffusion geometries require 3-D reconstructions. This need led to the development of efficient multigrid reconstruction algorithms. In this work we demonstrate accurate 3-D reconstruction using a Bayesian prior model with an iteratively estimated data term variance.
  • Keywords
    Bayes methods; bio-optics; biological tissues; biomedical imaging; diffusion; image reconstruction; iterative methods; medical image processing; optical tomography; 2D test problems; 3D reconstructions; Bayesian framework; Bayesian prior model; detector locations; diffusion equation forward model; iteratively estimated data term variance; low photon energy; multigrid reconstruction algorithms; optical diffusion geometries; optical diffusion imaging; optical tissue imaging; robust accurate inversions; source locations; spatially dependent absorption; spatially dependent scatter; spectroscopic specificity; three-dimensional optical diffusion imaging; Absorption; Bayesian methods; Equations; Image reconstruction; Optical imaging; Optical scattering; Particle scattering; Robustness; Spectroscopy; Three dimensional displays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Lasers and Electro-Optics, 2001. CLEO '01. Technical Digest. Summaries of papers presented at the Conference on
  • Conference_Location
    Baltimore, MD, USA
  • Print_ISBN
    1-55752-662-1
  • Type

    conf

  • DOI
    10.1109/CLEO.2001.947970
  • Filename
    947970