Abstract
We consider the inverse problem of determining spatially heterogeneous absorption and diffusion coefficients μ(x), D(x),from asingle measurement of the absorbed energy E(x)= μ(x)u(x),where u satisfies the elliptic partial differential equation -Δ • (D(x)Δu(x)) + μ(x)u(x) = 0in ω cRN . This problem, which is central in quantitative photoacoustic tomography,is in general ill-posed since it admits an infinite number of solution pairs. Using similar ideas as in [31], we show that when the coefficients μ, D are known to be piecewise constant functions, a unique solution can be obtained. For the numerical determination of μ, D, we suggest a variational method based on an Ambrosio-Tortorelli approximation of a Mumford-Shah-like functional, which we implement numerically and test on simulated two-dimensional data.
Original language | English (US) |
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Title of host publication | Variational Methods |
Subtitle of host publication | In Imaging and Geometric Control |
Publisher | De Gruyter |
Pages | 202-224 |
Number of pages | 23 |
ISBN (Electronic) | 9783110430394 |
ISBN (Print) | 9783110439236 |
State | Published - Jan 11 2017 |
Keywords
- Inverse problems
- Mathematical imaging
- Mumford-Shah functional
- Quantitative photoacoustic tomography
ASJC Scopus subject areas
- General Mathematics
- General Computer Science
- General Engineering