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首页> 外文期刊>Medical Physics >High antinoise photoacoustic tomography based on a modified filtered backprojection algorithm with combination wavelet.
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High antinoise photoacoustic tomography based on a modified filtered backprojection algorithm with combination wavelet.

机译:基于改进的组合小波滤波反投影算法的高抗噪光声层析成像。

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摘要

How to extract the weak photoacoustic signals from the collected signals with high noise is the key to photoacoustic signal processing. We have developed a modified filtered backprojection algorithm based on combination wavelet for high antinoise photoacoustic tomography. A Q-switched-Nd: yttrium-aluminum-garnet laser operating at 532 nm is used as light source. The laser has a pulse width of 7 ns and a repetition frequency of 20 Hz. A needle polyvinylidene fluoride hydrophone with diameter of 1 mm is used to capture photoacoustic signals. The modified algorithm is successfully applied to imaging vascular network of a chick embryo chorioallantoic membrane in situ and brain structure of a rat brain in vivo, respectively. In the reconstructed images, almost all of the capillary vessels and the vascular ramifications of the chick embryo chorioallantoic membrane are accurately resolved, and the detailed brain structures of the rat brain organization are clearly identified with the skull and scalp intact. The experimental results demonstrate that the modified algorithm has much higher antinoise capacity, and can greatly improve the reconstruction image quality. The spatial resolution of the reconstructed images can reach 204 microm. The modified filtered back-projection algorithm based on the combination wavelet has the potential in the practical high-noise signal processing for deeply penetrating photoacoustic tomography.
机译:如何从采集到的高噪声信号中提取弱光声信号,是光声信号处理的关键。我们已经开发了一种基于组合小波的改进的滤波反投影算法,用于高抗噪光声层析成像。使用工作在532 nm的Q开关Nd:钇铝石榴石激光器作为光源。激光的脉冲宽度为7 ns,重复频率为20 Hz。直径为1 mm的针状聚偏二氟乙烯水听器用于捕获光声信号。改进后的算法分别成功地应用于鸡胚绒膜尿囊膜原位和大鼠脑内脑结构的血管网络成像。在重建的图像中,几乎可以完全分辨出鸡胚绒毛尿囊膜的所有毛细血管和血管分支,并且清晰地识别了大鼠大脑组织的详细脑结构,而头骨和头皮则完好无损。实验结果表明,改进算法具有较高的抗噪能力,可以大大提高重建图像的质量。重建图像的空间分辨率可以达到204微米。改进的基于组合小波的滤波反投影算法在深度穿透光声层析成像中具有实用的高噪声信号处理潜力。

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