Abstract
Existing approaches to image reconstruction in photoacoustic computed tomography (PACT) with acoustically heterogeneous media are limited to weakly varying media, are computationally burdensome, and/or cannot effectively mitigate the effects of measurement data incompleteness and noise. In this work, we develop and investigate a discrete imaging model for PACT that is based on the exact photoacoustic (PA) wave equation and facilitates the circumvention of these limitations. A key contribution of the work is the establishment of a procedure to implement a matched forward and backprojection operator pair associated with the discrete imaging model, which permits application of a wide-range of modern image reconstruction algorithms that can mitigate the effects of data incompleteness and noise. The forward and backprojection operators are based on the k-space pseudospectral method for computing numerical solutions to the PA wave equation in the time domain. The developed reconstruction methodology is investigated by use of both computer-simulated and experimental PACT measurement data.
Original language | English (US) |
---|---|
Article number | 6484982 |
Pages (from-to) | 1097-1110 |
Number of pages | 14 |
Journal | IEEE transactions on medical imaging |
Volume | 32 |
Issue number | 6 |
DOIs | |
State | Published - 2013 |
Externally published | Yes |
Keywords
- Acoustic heterogeneity
- iterative image reconstruction
- optoacoustic tomography
- photoacoustic tomography
- thermoacoustic tomography
ASJC Scopus subject areas
- Software
- Radiological and Ultrasound Technology
- Computer Science Applications
- Electrical and Electronic Engineering