利用估计系统脉冲响应计算反卷积光声信号的光声吸收体尺寸。

IF 2.5 4区 医学 Q1 ACOUSTICS Ultrasonic Imaging Pub Date : 2021-01-01 DOI:10.1177/0161734620977838
Nikita Rathi, Saugata Sinha, Bhargava Chinni, Vikram Dogra, Navalgund Rao
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引用次数: 4

摘要

光声成像系统记录的光声信号可以建模为光声吸收器的初始光声响应与系统脉冲响应的卷积。我们的目标是利用记录的光声数据进行反卷积的初始光声响应来计算光声吸收器的大小。对于反褶积,我们建议使用光声系统的脉冲响应,使用基于离散小波变换的同态滤波估计。将该方法应用于实验获取的不同幻影产生的光声数据上,并通过与实验研究中的幻影相同的光声目标进行了仿真研究。利用采集到的铅笔对应的光声信号估计光声系统脉冲响应,提取半径为0.65 mm的芥菜种子对应的初始光声响应。与实验研究和模拟研究相对应的芥菜种子恢复半径值分别为0.6 mm和0.7 mm。
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Computation of Photoacoustic Absorber Size from Deconvolved Photoacoustic Signal Using Estimated System Impulse Response.

Photoacoustic signal recorded by photoacoustic imaging system can be modeled as convolution of initial photoacoustic response by the photoacoustic absorber with the system impulse response. Our goal was to compute the size of photoacoustic absorber using the initial photoacoustic response, deconvolved from the recorded photoacoustic data. For deconvolution, we proposed to use the impulse response of the photoacoustic system, estimated using discrete wavelet transform based homomorphic filtering. The proposed method was implemented on experimentally acquired photoacoustic data generated by different phantoms and also verified by a simulation study involving photoacoustic targets, identical to the phantoms in experimental study. The photoacoustic system impulse response, which was estimated using the acquired photoacoustic signal corresponding to a lead pencil, was used to extract initial photoacoustic response corresponding to a mustard seed of 0.65 mm radius. The recovered radius values of the mustard seed, corresponding to the experimental and simulation studies were 0.6 mm and 0.7 mm.

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来源期刊
Ultrasonic Imaging
Ultrasonic Imaging 医学-工程:生物医学
CiteScore
5.10
自引率
8.70%
发文量
15
审稿时长
>12 weeks
期刊介绍: Ultrasonic Imaging provides rapid publication for original and exceptional papers concerned with the development and application of ultrasonic-imaging technology. Ultrasonic Imaging publishes articles in the following areas: theoretical and experimental aspects of advanced methods and instrumentation for imaging
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