Full-Wave Iterative Image Reconstruction in Photoacoustic Tomography With Acoustically Inhomogeneous Media

被引:207
|
作者
Huang, Chao [1 ]
Wang, Kun [1 ]
Nie, Liming [1 ]
Wang, Lihong V. [1 ]
Anastasio, Mark A. [1 ]
机构
[1] Washington Univ, Dept Biomed Engn, St Louis, MO 63130 USA
基金
美国国家卫生研究院;
关键词
Acoustic heterogeneity; iterative image reconstruction; optoacoustic tomography; photoacoustic tomography; thermoacoustic tomography; THERMOACOUSTIC COMPUTED-TOMOGRAPHY; SPACE METHOD; PROPAGATION; TRANSDUCER; ALGORITHMS; SCATTERING; MODELS;
D O I
10.1109/TMI.2013.2254496
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
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.
引用
收藏
页码:1097 / 1110
页数:14
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