• DocumentCode
    2521067
  • Title

    A DECISION-THEORETIC APPROACH TO TRANSILLUMINATION IMAGING IN BIOLOGICAL MEDIUMS

  • Author

    Eriksson, Brian ; Nowak, Robert

  • Author_Institution
    Wisconsin Univ., Madison, WI
  • fYear
    2007
  • fDate
    12-15 April 2007
  • Firstpage
    568
  • Lastpage
    571
  • Abstract
    The tradeoffs between ballistic imaging (time-gated imaging of first-arrival, unscattered photons) and conventional imaging for resolving tumors in biological scattering media are examined. For ballistic imaging, closed form expressions are derived to characterize the resolvability using five degrees of freedom (laser intensity, scattering coefficient, thickness of medium, false alarm rate, and number of observations). For conventional imaging, a numerical approximation is used to find the asymptotic resolution using the scattering and absorption coefficients of the medium. Using the characterizations of both approaches, a decision-theoretic approach to determining the minimum resolvable object size is developed, which provides clear guidelines as to when time-gated ballistic imaging methods offer advantages over conventional imaging. The theoretical predictions are validated through a realistic simulation of tumors in breast tissue.
  • Keywords
    biomedical imaging; decision theory; gynaecology; image resolution; tumours; absorption coefficient; ballistic imaging; biological scattering media; breast tissue; decision-theoretic approach; scattering coefficient; time-gated imaging; transillumination imaging; Detectors; Electromagnetic scattering; High-resolution imaging; Image resolution; Light scattering; Neoplasms; Optoelectronic and photonic sensors; Particle scattering; Scattering parameters; Spatial resolution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on
  • Conference_Location
    Arlington, VA
  • Print_ISBN
    1-4244-0672-2
  • Electronic_ISBN
    1-4244-0672-2
  • Type

    conf

  • DOI
    10.1109/ISBI.2007.356915
  • Filename
    4193349