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Scaled nonuniform Fourier transform for image reconstruction in swept source optical coherence tomography

机译:缩放非均匀傅里叶变换用于扫频光学相干断层扫描中的图像重建

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Swept Source optical coherence tomography (SS-OCT) is an important imaging modality for both medical and industrial diagnostic applications. A cross-sectional SS-OCT image is obtained by applying an inverse discrete Fourier transform (DFT) to axial interferograms measured in the frequency domain (k-space). This inverse DFT is typically implemented as a fast Fourier transform (FFT) that requires the data samples to be equidistant in k-space. As the frequency of light produced by a typical wavelength-swept laser is nonlinear in time, the recorded interferogram samples will not be uniformly spaced in k-space. Many image reconstruction methods have been proposed to overcome this problem. Most such methods rely on oversampling the measured interferogram then use either hardware, e.g., Mach-Zhender interferometer as a frequency clock module, or software, e.g., interpolation in k-space, to obtain equally spaced samples that are suitable for the FFT. To overcome the problem of nonuniform sampling in k-space without any need for interferogram oversampling, an earlier method demonstrated the use of the nonuniform discrete Fourier transform (NDFT) for image reconstruction in SS-OCT. In this paper, we present a more accurate method for SS-OCT image reconstruction from nonuniform samples in k-space using a scaled nonuniform Fourier transform. The result is demonstrated using SS-OCT images of Axolotl salamander eggs.
机译:扫频光学相干断层扫描(SS-OCT)是医学和工业诊断应用的重要成像方式。通过将离散傅立叶逆变换(DFT)应用于在频域(k空间)中测量的轴向干涉图,可以获得SS-OCT横截面图像。此逆DFT通常实现为快速傅立叶变换(FFT),要求数据样本在k空间中等距。由于典型的波长扫描激光器产生的光的频率在时间上是非线性的,因此记录的干涉图样本将不会在k空间中均匀分布。已经提出了许多图像重建方法来克服该问题。大多数此类方法都依赖于对测量的干涉图进行过采样,然后使用硬件(例如Mach-Zhender干涉仪)作为频率时钟模块,或者使用软件(例如在k空间中进行插值)来获得适合FFT的等距采样。为了克服k空间中不均匀采样而不需要干涉图过采样的问题,一种较早的方法证明了使用不均匀离散傅里叶变换(NDFT)进行SS-OCT中的图像重建。在本文中,我们提出了一种使用比例尺非均匀傅立叶变换从k空间中非均匀样本重构SS-OCT图像的更准确方法。使用A蛋的SS-OCT图像证明了结果。

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