• DocumentCode
    538809
  • Title

    Quantitative optimization of source and detector configurations in diffuse optical tomography system

  • Author

    Chen, Ling ; Chen, Nanguang

  • Author_Institution
    Div. of Bioeng., Nat. Univ. of Singapore, Singapore, Singapore
  • fYear
    2010
  • fDate
    14-16 Dec. 2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In diffuse optical tomography system, optimized source and detector configurations can enhance the capacity of noise resistance and improve the sensitivity of signal to localized changes in imaging domain, thus can improve reconstructed image quality. In this report, we introduce a rigorous and computational efficient method based on Cramer-Rao lower bound to quantitatively and simultaneously evaluate the precision limits of the reconstructed value and depth of a single target without solving the inverse problem. By choosing the sets of source and detector with low precision limits, high possibilities of achieving better image reconstruction results are expected. To test the effectiveness of our method, simulations were conducted for a given number of sources and detectors on a planar probe surface, with different signal noise levels and different perturbation depths in the reflection geometry. It was demonstrated that the source and detector sets selected by this method afforded better reconstructed images.
  • Keywords
    biomedical optical imaging; image reconstruction; inverse problems; medical image processing; noise; optical tomography; Cramer-Rao lower bound; computational efficient method; detector configuration; diffuse optical tomography system; image reconstruction; imaging domain; inverse problem; noise resistance; perturbation depths; planar probe surface; quantitative optimization; signal noise levels; source configuration; Detectors; Image reconstruction; Noise; Optical imaging; Probes; Tomography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Photonics Global Conference (PGC), 2010
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-9882-6
  • Type

    conf

  • DOI
    10.1109/PGC.2010.5706109
  • Filename
    5706109