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A reconstruction approach in wavelet domain for fluorescent molecular tomography via rotated sources illumination

机译:旋转光源照射下荧光分子层析成像的小波域重构方法

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Background Fluorescent molecular tomography (FMT) aims at reconstructing the spatial map of optical and fluorescence parameters from fluence measurements. Basically, solving large-scale matrix equations is computationally expensive for image reconstruction of FMT. Despite the reconstruction quality can be improved with more sources, it may result in higher computational costs for reconstruction. This article presents a novel method in the wavelet domain with rotated sources illumination. Methods We use the finite element method for the computation of the forward model. The global inverse problem is solved based on wavelet in conjunction with principal component analysis. The iterative reconstruction is implemented with sources rotated in a certain angle. The original excitation light sources are used to reconstruct the image in the first iteration. Then, upon the sources are rotated by a certain angle, they are employed for the next iteration of reconstruction. Results Simulation results demonstrate that our method can considerably reduce the time taken for the computation of inverse problem in FMT. Furthermore, the approach proposed is also shown to largely outperform the traditional method in terms of the precision of inverse solutions. Conclusions Our method has the capability to locate the inclusions. The proposed method can significantly speed up the reconstruction process with the high reconstruction quality.
机译:背景技术荧光分子层析成像(FMT)旨在通过注量测量重建光学和荧光参数的空间图。基本上,求解大型矩阵方程对于FMT的图像重建在计算上是昂贵的。尽管可以使用更多的源来改善重建质量,但可能会导致重建的计算成本更高。本文提出了一种具有旋转光源照明的小波域中的新方法。方法我们使用有限元方法计算正向模型。基于小波结合主成分分析法求解全局逆问题。通过以一定角度旋转的源实现迭代重建。原始激发光源用于在第一次迭代中重建图像。然后,在将源旋转一定角度后,将其用于下一次重建迭代。结果仿真结果表明,我们的方法可以大大减少FMT中反问题的计算时间。此外,在逆解的精度方面,所提出的方法也显示出大大优于传统方法。结论我们的方法能够定位夹杂物。所提出的方法可以以较高的重建质量显着加快重建过程。

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