Trust region method for DOT image reconstruction

Kiwoon Kwon, Dong Su Ho, Gi Yun Eom, Seung Duk Lee, Beop Min Kim

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

5 Citations (Scopus)

Abstract

In this study, we measured the optical properties of optical tissue phantoms and human tissues by measuring the photon density distribution on the boundary of the phantoms and tissues and by using the Frequency-Domain DOT (Diffuse optical tomography) system. A trust region nonlinear optimization method is used for the image reconstruction in DOT. This method is a more elaborated Newton method which takes advantage of the classical Newton method and the gradient descent method. The validity of this method is verified by reconstructing the optical properties_from phantom experiment and simulated data using the Frequency-Domain DOT system.

Original languageEnglish
Title of host publicationOptical Tomography and Spectroscopy of Tissue VII
DOIs
Publication statusPublished - 2007 Apr 30
EventOptical Tomography and Spectroscopy of Tissue VII - San Jose, CA, United States
Duration: 2007 Jan 212007 Jan 24

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume6434
ISSN (Print)1605-7422

Other

OtherOptical Tomography and Spectroscopy of Tissue VII
CountryUnited States
CitySan Jose, CA
Period07/1/2107/1/24

Keywords

  • DOT
  • Frequency-Domain DOT
  • Gradient descent method
  • Near infrared light
  • Newton method
  • The absorption coefficient
  • The scattering coefficient
  • Trust region method

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Biomaterials
  • Atomic and Molecular Physics, and Optics
  • Radiology Nuclear Medicine and imaging

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  • Cite this

    Kwon, K., Ho, D. S., Eom, G. Y., Lee, S. D., & Kim, B. M. (2007). Trust region method for DOT image reconstruction. In Optical Tomography and Spectroscopy of Tissue VII [643428] (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 6434). https://doi.org/10.1117/12.701729