157 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 multi-level algorithm for the solution of moment problems
We study numerical methods for the solution of general linear moment
problems, where the solution belongs to a family of nested subspaces of a
Hilbert space. Multi-level algorithms, based on the conjugate gradient method
and the Landweber--Richardson method are proposed that determine the "optimal"
reconstruction level a posteriori from quantities that arise during the
numerical calculations. As an important example we discuss the reconstruction
of band-limited signals from irregularly spaced noisy samples, when the actual
bandwidth of the signal is not available. Numerical examples show the
usefulness of the proposed algorithms
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