Fluorescence Tomography with a PDE-constrained Algorithm based on the Equation of Radiative Transfer

Hyun Keol Kim; Jong Hwan Lee; Andreas Hielscher

doi:10.1364/BIOMED.2010.BSuE3

Fluorescence Tomography with a PDE-constrained Algorithm based on the Equation of Radiative Transfer

Hyun Keol Kim, Jong Hwan Lee, Andreas Hielscher

Biomedical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We introduce the PDE-constrained fluorescence tomography algorithm that is based on a sequential quadratic programming (SQP) method. Numerical and experimental data are presented to evaluate the performance of the new algorithm. The frequency-domain equation of radiative transfer is used as a light propagation model. The results show that the PDE-constrained approach accelerates the reconstruction process up to a factor of 10 to 15 as compared to the unconstrained approach.

Original language	English (US)
Title of host publication	Biomedical Optics and 3-D Imaging, OSA Technical Digest (CD) (Optica Publishing Group, 2010)
DOIs	https://doi.org/10.1364/BIOMED.2010.BSuE3
State	Published - 2010

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10.1364/BIOMED.2010.BSuE3

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title = "Fluorescence Tomography with a PDE-constrained Algorithm based on the Equation of Radiative Transfer",

abstract = "We introduce the PDE-constrained fluorescence tomography algorithm that is based on a sequential quadratic programming (SQP) method. Numerical and experimental data are presented to evaluate the performance of the new algorithm. The frequency-domain equation of radiative transfer is used as a light propagation model. The results show that the PDE-constrained approach accelerates the reconstruction process up to a factor of 10 to 15 as compared to the unconstrained approach.",

author = "Kim, {Hyun Keol} and {Hwan Lee}, Jong and Andreas Hielscher",

year = "2010",

doi = "10.1364/BIOMED.2010.BSuE3",

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T1 - Fluorescence Tomography with a PDE-constrained Algorithm based on the Equation of Radiative Transfer

AU - Kim, Hyun Keol

AU - Hwan Lee, Jong

AU - Hielscher, Andreas

PY - 2010

Y1 - 2010

N2 - We introduce the PDE-constrained fluorescence tomography algorithm that is based on a sequential quadratic programming (SQP) method. Numerical and experimental data are presented to evaluate the performance of the new algorithm. The frequency-domain equation of radiative transfer is used as a light propagation model. The results show that the PDE-constrained approach accelerates the reconstruction process up to a factor of 10 to 15 as compared to the unconstrained approach.

AB - We introduce the PDE-constrained fluorescence tomography algorithm that is based on a sequential quadratic programming (SQP) method. Numerical and experimental data are presented to evaluate the performance of the new algorithm. The frequency-domain equation of radiative transfer is used as a light propagation model. The results show that the PDE-constrained approach accelerates the reconstruction process up to a factor of 10 to 15 as compared to the unconstrained approach.

U2 - 10.1364/BIOMED.2010.BSuE3

DO - 10.1364/BIOMED.2010.BSuE3

M3 - Conference contribution

BT - Biomedical Optics and 3-D Imaging, OSA Technical Digest (CD) (Optica Publishing Group, 2010)

ER -

Fluorescence Tomography with a PDE-constrained Algorithm based on the Equation of Radiative Transfer

Abstract

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