改进了基于滤波反投影的电阻抗层析成像方法

Mingquan Wang, Jinshuan Zhao, Shi Zhang, Guohua Wang
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引用次数: 4

摘要

电阻抗断层成像(EIT)是一种新的无创计算机成像技术。EIT的成像过程被称为逆问题,在实际应用中,反投影算法被广泛用于解决这一问题。然而,该算法只能在低分辨率下重建图像,并受到伪影的干扰。为了提高图像质量,提出了一种新的滤波反投影算法。与现有算法不同的是,该算法使用RL (Ramachandran和Lakshminarayanan)滤波函数来去除图像伪影和干扰。由于RL滤波函数在图像重建过程中会出现明显的振荡,因此本文采用均值法对滤波函数进行修正。大量的仿真实验结果表明,与现有的反投影算法和使用RL滤波函数的滤波算法相比,新算法可以获得更好的分辨率和更少的伪影。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Electrical impedance tomography based on filter back projection improved by means method
Electrical impedance tomography (EIT) is a new kind of noninvasive computer imaging technique. The imaging process of EIT is known as inverse problem, and the back projection algorithm is widely used to solve this problem in practice. However, the image can only be reconstructed with low resolution and interfered by artifacts using this algorithm. This paper proposes a new filter back projection algorithm for improving the quality of the image. Being different with other existing algorithms, this algorithm uses RL (Ramachandran and Lakshminarayanan) filter function to get ride of image artifacts and interference. Because the RL filtering function will take obvious oscillations while image reconstructing, the means method is utilized to modify the filter function in this paper. The results of numerous simulation experiments show the new algorithm can obtain much better resolution and less artifacts compared with existing back projection algorithms and filter algorithms using RL filter function.
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