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A Wavelet-Based Multiresolution Reconstruction Method for Fluorescent Molecular Tomography

机译:基于小波的多分辨率重建荧光分子层析成像方法

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摘要

Image reconstruction of fluorescent molecular tomography (FMT) often involves repeatedly solving large-dimensional matrix equations, which are computationally expensive, especially for the case where there are large deviations in the optical properties between the target and the reference medium. In this paper, a wavelet-based multiresolution reconstruction approach is proposed for the FMT reconstruction in combination with a parallel forward computing strategy, in which both the forward and the inverse problems of FMT are solved in the wavelet domain. Simulation results demonstrate that the proposed approach can significantly speed up the reconstruction process and improve the image quality of FMT.
机译:荧光分子层析成像(FMT)的图像重建通常涉及反复求解大型矩阵方程,这在计算上非常昂贵,尤其是在目标物和参考介质之间的光学特性存在较大差异的情况下。本文提出了一种基于小波的多分辨率重构方法,结合并行前向计算策略对FMT进行重构,在小波域内解决了FMT的正反问题。仿真结果表明,该方法可以显着加快重建速度,提高图像质量。

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