10 research outputs found
Quantitative photoacoustic tomography with piecewise constant material parameters
The goal of quantitative photoacoustic tomography is to determine optical and
acoustical material properties from initial pressure maps as obtained, for
instance, from photoacoustic imaging. The most relevant parameters are
absorption, diffusion and Grueneisen coefficients, all of which can be
heterogeneous. Recent work by Bal and Ren shows that in general, unique
reconstruction of all three parameters is impossible, even if multiple
measurements of the initial pressure (corresponding to different laser
excitation directions at a single wavelength) are available.
Here, we propose a restriction to piecewise constant material parameters. We
show that in the diffusion approximation of light transfer, piecewise constant
absorption, diffusion and Gr\"uneisen coefficients can be recovered uniquely
from photoacoustic measurements at a single wavelength. In addition, we
implemented our ideas numerically and tested them on simulated
three-dimensional data
A variational method for quantitative photoacoustic tomography with piecewise constant coefficients
In this article, we consider the inverse problem of determining spatially
heterogeneous absorption and diffusion coefficients from a single measurement
of the absorbed energy (in the steady-state diffusion approximation of light
transfer). This problem, which is central in quantitative photoacoustic
tomography, is in general ill-posed since it admits an infinite number of
solution pairs. We show that when the coefficients are known to be piecewise
constant functions, a unique solution can be obtained. For the numerical
determination of the coefficients, we suggest a variational method based based
on an Ambrosio-Tortorelli-approximation of a Mumford-Shah-like functional,
which we implemented numerically and tested on simulated two-dimensional data
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