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基于稀疏滤波器设计的光学相干断层扫描自相关噪声去除。

Autocorrelation noise removal for optical coherence tomography by sparse filter design.

机构信息

Singapore Institute of Manufacturing Technology, 71 Nanyang Drive, 638075, Singapore.

出版信息

J Biomed Opt. 2012 Jul;17(7):076029. doi: 10.1117/1.JBO.17.7.076029.

Abstract

We present a reconstruction method to eliminate the autocorrelation noise (ACN) in optical coherence tomography (OCT). In this method, the optical fields scattered from the sample features are regarded as the response of a sparse finite impulse response (FIR) filter. Then the OCT reconstruction is formulated as one of identifying the parameters of a sparse FIR filter, which are obtained via an script-l optimization with soft thresholding. The experimental results show that the proposed method can obtain OCT reconstruction results with effective attenuation of ACN.

摘要

我们提出了一种重建方法来消除光学相干断层扫描(OCT)中的自相关噪声(ACN)。在这种方法中,从样品特征散射的光场被视为稀疏有限脉冲响应(FIR)滤波器的响应。然后,OCT 重建被表述为识别稀疏 FIR 滤波器参数的问题之一,这些参数通过带有软阈值的script-l优化获得。实验结果表明,所提出的方法可以获得有效衰减 ACN 的 OCT 重建结果。

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