Title :
Discrete Imaging Models for Three-Dimensional Optoacoustic Tomography Using Radially Symmetric Expansion Functions
Author :
Kun Wang ; Schoonover, Robert W. ; Su, Rui ; Oraevsky, Alexander ; Anastasio, Mark A.
Author_Institution :
Dept. of Biomed. Eng., Washington Univ. in St. Louis, St. Louis, MO, USA
Abstract :
Optoacoustic tomography (OAT), also known as photoacoustic tomography, is an emerging computed biomedical imaging modality that exploits optical contrast and ultrasonic detection principles. Iterative image reconstruction algorithms that are based on discrete imaging models are actively being developed for OAT due to their ability to improve image quality by incorporating accurate models of the imaging physics, instrument response, and measurement noise. In this work, we investigate the use of discrete imaging models based on Kaiser-Bessel window functions for iterative image reconstruction in OAT. A closed-form expression for the pressure produced by a Kaiser-Bessel function is calculated, which facilitates accurate computation of the system matrix. Computer-simulation and experimental studies are employed to demonstrate the potential advantages of Kaiser-Bessel function-based iterative image reconstruction in OAT.
Keywords :
acoustic tomography; biomedical optical imaging; biomedical ultrasonics; image reconstruction; iterative methods; medical image processing; optical tomography; photoacoustic effect; Kaiser-Bessel window functions; OAT; computed biomedical imaging modality; discrete imaging models; iterative image reconstruction; optical contrast; photoacoustic tomography; radially symmetric expansion functions; three-dimensional optoacoustic tomography; ultrasonic detection; Computational modeling; Image reconstruction; Iterative methods; Numerical models; Optoacoustic tomography; Thermoacoustic tomography; Tomography; Transducers; Iterative image reconstruction; optoacoustic tomography (OAT); photoacoustic computed tomography (PACT); thermoacoustic tomography;
Journal_Title :
Medical Imaging, IEEE Transactions on
DOI :
10.1109/TMI.2014.2308478