Near-source imaging with δ-SPN approximation based fluorescence optical tomography.

IF 1.5 3区 物理与天体物理 Q3 OPTICS
Nishigandha Patil, Naren Naik
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引用次数: 0

Abstract

In a recent work, we developed the δ-SPN approximation, a low-order approximation to the radiative transfer equation that provides improved estimates of fluence in the near source when directed sources and scattering are considered. In this work, we present reconstruction frameworks and a detailed numerical study to demonstrate the use of the δ-SPN approximation for mesoscopic fluorescence optical tomography applications in reflectance-mode imaging in the near-source region. Comparisons are presented with the standard SPN approximation to highlight the improvements afforded by the use of the δ-SPN approximation. We investigate the effect of improved modeling using two different reconstruction schemes, namely, the regularizing Levenberg-Marquardt and a total-variation regularization scheme with measurement data obtained via Monte Carlo simulations over a wide range of test cases. With the δ-SPN approximation, better localization, improved volume recovery, and consistent estimates across different reconstruction schemes are observed. The improvement is significant for test cases with two objects, shallow domain as well as oblique incidence scenarios, where the standard SPN approximation consistently fails across both the reconstruction schemes.

基于δ-SPN近似的荧光光学层析成像近源成像。
在最近的一项工作中,我们开发了δ-SPN近似,这是辐射传递方程的一种低阶近似,当考虑定向源和散射时,它提供了对近源影响的改进估计。在这项工作中,我们提出了重建框架和详细的数值研究,以证明在近源区域反射模式成像中使用δ-SPN近似的介观荧光光学层析成像应用。与标准SPN近似进行了比较,以突出使用δ-SPN近似所带来的改进。我们使用两种不同的重建方案,即正则化Levenberg-Marquardt和全变分正则化方案,通过蒙特卡罗模拟在广泛的测试用例中获得测量数据,研究了改进建模的效果。采用δ-SPN近似方法,可以获得更好的局部化效果、更好的体积恢复效果和不同重建方案的一致估计结果。对于具有两个对象的测试用例,浅域和斜入射场景的改进是显著的,其中标准SPN近似在两种重建方案中始终失败。
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来源期刊
CiteScore
3.40
自引率
10.50%
发文量
417
审稿时长
3 months
期刊介绍: The Journal of the Optical Society of America A (JOSA A) is devoted to developments in any field of classical optics, image science, and vision. JOSA A includes original peer-reviewed papers on such topics as: * Atmospheric optics * Clinical vision * Coherence and Statistical Optics * Color * Diffraction and gratings * Image processing * Machine vision * Physiological optics * Polarization * Scattering * Signal processing * Thin films * Visual optics Also: j opt soc am a.
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