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利用角度图像离散化加速光声模型重建。

Acceleration of optoacoustic model-based reconstruction using angular image discretization.

机构信息

Institute for Biological and Medical Imaging, Technical University of Munich and Helmholtz Center Munich, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany.

出版信息

IEEE Trans Med Imaging. 2012 May;31(5):1154-62. doi: 10.1109/TMI.2012.2187460. Epub 2012 Feb 10.

Abstract

Optoacoustic tomography has recently demonstrated powerful performance in small animal imaging and initial clinical trials in terms of the high spatial resolution, versatile contrast, and dynamic imaging capabilities it can provide. Yet, the current optoacoustic image reconstruction methods are usually based on inaccurate forward modelling approaches or otherwise demand a high computational cost, which imposes certain practical limitations and hinders image quantification. Herein, we introduce a new method for accelerating optoacoustic reconstructions, based on angular image discretization of the forward model solution. The method is particularly suitable for accurate image reconstruction with arbitrary meshes and space-dependent resolution, while it can also readily account for small speed of sound variations without compromising the calculation speed. It is further anticipated that the new approach will greatly facilitate development of high performance 3-D optoacoustic reconstruction methods.

摘要

光声断层扫描技术在小动物成像和初步临床试验方面表现出强大的性能,其具有高空间分辨率、多功能对比和动态成像能力。然而,目前的光声图像重建方法通常基于不准确的正向建模方法,或者需要很高的计算成本,这给实际应用带来了一定的限制并阻碍了图像量化。在此,我们引入了一种新的光声重建加速方法,该方法基于正向模型解的角度图像离散化。该方法特别适用于具有任意网格和空间分辨率的精确图像重建,同时也可以在不影响计算速度的情况下轻松处理小的声速变化。预计新方法将极大地促进高性能三维光声重建方法的发展。

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