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Signal averaging improves signal-to-noise in OCT images:But which approach works best and when?

机译:信号平均可改善OCT图像中的信噪比:但是哪种方法最有效?何时?

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摘要

The high acquisition speed of state-of-the-art optical coherencetomography (OCT) enables massive signal-to-noise ratio (SNR)improvements by signal averaging. Here, we investigate the performanceof two commonly used approaches for OCT signal averaging. We presentthe theoretical SNR performance of (a) computing the average of OCTmagnitude data and (b) averaging the complex phasors, and substantiateour findings with simulations and experimentally acquired OCT data. Weshow that the achieved SNR performance strongly depends on both theSNR of the input signals and the number of averaged signals when thesignal bias caused by the noise floor is not accounted for. Thereforewe also explore the SNR for the two averaging approaches aftercorrecting for the noise bias and, provided that the phases of thephasors are accurately aligned prior to averaging, then find thatcomplex phasor averaging always leads to higher SNR than magnitudeaveraging.
机译:最新光学相干的高采集速度断层扫描(OCT)可实现巨大的信噪比(SNR)信号平均改善。在这里,我们调查性能OCT信号平均的两种常用方法之一。我们提出(a)计算OCT平均值的理论SNR性能幅度数据;(b)对复数相量取平均值,并证实我们通过仿真和实验获得的OCT数据得出的结果。我们表明获得的SNR性能在很大程度上取决于两者输入信号的SNR和平均信号数时不考虑由本底噪声引起的信号偏置。因此我们还探索了两种平均方法后的SNR校正噪声偏差,并提供在平均之前将相量精确对齐,然后发现复数相量平均总是导致SNR高于幅度平均。

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