基于fbp的l波段微波层析成像图像重构插值效果研究

Mohammad Ridwan Effendi, Fauzia Anis Sekar Ningrum, Nurul Amalia Amri, Bakhtiar Abubakar, Slamet Risnanto, A. Munir
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引用次数: 3

摘要

本文提出了利用滤波反投影(FBP)算法对l波段微波层析成像图像重建的插值效应。利用radon变换改变目标图像,实现基于fbp的图像重建。由于计算过程耗时短,因此选择FBP方法进行重建。在进行重建过程后,对重建图像进行插值,使生成的图像更加稳定。在这里,插值方法是在1.5 GHz的l波段频率下使用线性、最近邻和三次插值方法。结果表明,线性插值的均方误差(MSE)为0.1335。同时,最接近法和三次法的MSE值分别为0.1392和0.1323。在使用结构相似度索引方法(SSIM)的情况下,显示线性方法比其他方法产生更大的相似度,其值为0.3399。而最近邻法和立方法的SSIM值分别为0.3506和0.3404。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interpolation Effect on FBP-Based Image Reconstruction of Measured L-Band Microwave Tomography
This paper presents an interpolation effect on image reconstruction using Filtered Back Projection (FBP) algorithm for L-band microwave tomography. The FBP-based image reconstruction is conducted by changing the image of the object using radon transformation. The FBP method is chosen for the reconstruction due to no time consuming on its computation process. After conducting the reconstruction process, the interpolation is applied on the reconstructed image so that the image produced can be more stable. Here, the interpolation method is using linear, nearest, and cubic method at the L-band frequency of 1.5 GHz. The results show that the interpolation using linear method has Mean Square Error (MSE) value of 0.1335. Meanwhile, the nearest and cubic methods has the MSE value of 0.1392 and 0.1323, respectively. In case of using the Structure Similarity Indexing Method (SSIM), it shows that the linear method produces greater similarity than other methods, with the value of 0.3399. Whilst nearest-neighbor and cubic methods have the SSIM value of 0.3506 and 0.3404, respectively.
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