基于滤波反投影的微波断层成像图像质量评价

N. Amri, Dian Kurnia Imanda, Effrina Yanti Hamid, A. Munir
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引用次数: 1

摘要

提出了基于滤波反投影(FBP)的微波层析成像重建图像的质量评价方法。在经典层析成像中,成像光束沿直线经过目标,通常使用反投影算法进行图像重建。本文对实测数据在微波区域的l波段、s波段和c波段重建的树干截面木材图像进行质量评价。提出了两种不同的质量评估技术,即均方误差(MSE)和结构化相似度索引法(SSIM)来评估图像质量。评估结果表明,FBP的使用对MSE和SSIM技术都能产生更好的质量。而不同频带的使用对质量评价结果不敏感。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image Quality Assessment on Microwave Tomography Based on Filtered-Back-Projection
In this paper, the quality assessment of image reconstructed based on filtered-back-projection (FBP) on microwave tomography is presented. It is a common to use the algorithm of back-projection for image reconstruction in classical tomography where the imaging beam passes the object in a straight line. Here, the quality assessment is conducted for the image of cross-sectional wood of tree trunk reconstructed from the measured data at some frequency bands of microwave region, i.e. L-band, S-band, and C-band. Two different techniques of quality assessment, namely Mean Squared Error (MSE) and Structured Similarity Indexing Method (SSIM), are proposed to assess the image quality. The assessment results show that the use of FBP could produce better quality for both MSE and SSIM techniques. While the use of different frequency bands is insensitive to the result of quality assessment.
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