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Fourier domain optical coherence tomography artifact and speckle reduction by autoregressive spectral estimation without a loss of resolution

机译:傅里叶域光学相干断层扫描工件和散斑通过自回归光谱估计减少而不会失去分辨率

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Fourier Domain (FD) Optical Coherence Tomography (OCT) interferograms require a Fourier transformation in order to be converted to A-Scans representing the backscattering intensity from the different depths of the tissue microstructure. Most often, this transformation is performed using a discrete Fourier transform, i.e. the well-known Fast Fourier Transform (FFT). However, there are many alternatives for performing the necessary spectral conversion. Autoregressive (AR) spectral estimation techniques are one such example. The parametric nature of AR techniques offers several advantages, compared to the commonly-used FFT, including better convergence and less susceptibility to noise. They can also be adjusted to represent more or less of the signal detail depending on the order of the autoregression. These features make them uniquely suited for processing the FD OCT data. The advantages of the proposed methodology are illustrated on in vivo skin imaging data and the resolution is verified on single back-reflections from a glass surface. AR spectral estimation can be used to convert the interferograms to A-Scans while at the same time reducing the artifacts caused by high intensity back-reflections (by -20 dB) and diminishing the speckle (by -12 dB) all without the degradation in the resolution associated with other techniques.
机译:傅里叶域(FD)光学相干断层扫描(OCT)干涉图需要傅里叶变换,以便转换为代表来自组织微结构的不同深度的反向散射强度的扫描。通常,使用离散的傅里叶变换来执行该转换,即众所周知的快速傅里叶变换(FFT)。然而,有许多用于执行必要的光谱转换的替代方案。自回归(AR)光谱估计技术是这样的例子。与普通使用的FFT相比,AR技术的参数性质提供了几个优点,包括更好的收敛性和对噪音的易感性。还可以调整它们以根据自回归的顺序来调整它们以代表或多或少的信号细节。这些功能使它们非常适合处理FD OCT数据。在体内皮肤成像数据中示出了所提出的方法的优点,并且分辨率在玻璃表面的单背反射上验证。 AR光谱估计可用于将干扰图转换为扫描,同时减少由高强度背反 - 反射(通过-20 dB)引起的伪像并在没有降级的情况下减少散斑(通过-12 dB)而减少与其他技术相关的分辨率。

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