Title :
Full-Wave Iterative Image Reconstruction in Photoacoustic Tomography With Acoustically Inhomogeneous Media
Author :
Chao Huang ; Kun Wang ; Liming Nie ; Wang, L.V. ; Anastasio, Mark A.
Author_Institution :
Dept. of Biomed. Eng., Washington Univ. in St. Louis, St. Louis, MO, USA
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.
Keywords :
bioacoustics; computerised tomography; image reconstruction; iterative methods; mathematical operators; medical image processing; photoacoustic spectroscopy; acoustically heterogeneous media; acoustically inhomogeneous media; computer simulated PACT data; discrete imaging model; exact photoacoustic wave equation; experimental PACT data; forward projection operator; full wave iterative image reconstruction; image reconstruction algorithms; k-space pseudospectral method; matched forward projection-back projection operator pair; photoacoustic computed tomography; reconstruction methodology; time domain PA wave equation numerical solution; weakly varying media; Acoustics; Computational modeling; Image reconstruction; Mathematical model; Reconstruction algorithms; Vectors; Acoustic heterogeneity; iterative image reconstruction; optoacoustic tomography; photoacoustic tomography; thermoacoustic tomography; Algorithms; Animals; Computer Simulation; Haplorhini; Image Processing, Computer-Assisted; Models, Biological; Phantoms, Imaging; Photoacoustic Techniques; Skull; Tomography;
Journal_Title :
Medical Imaging, IEEE Transactions on
DOI :
10.1109/TMI.2013.2254496