一种新型的用于电磁层析成像系统中图像可信度估计的统计方法
Novel Statistical Index for Image Confidence Evaluation in Electromagnetic Tomography
对于电磁层析成像技术而言,图像重建是非常关键的一步。在之前的相关研究中,图像的相对误差和相关系数通常用于重建质量的估计。但是对于感应电压和灵敏度的测量中存在的测量不确定性并没有考虑到。本文针对这一特点,提出了一种新型的统计方法,利用误差传递分析对重建图像的每个像素进行定量评估。
For Electromagnetic Tomography (EMT) Techniques, image reconstruction is one of the crucial steps. For previous works, two criteria, namely the relative image error and correlation coefficient, were often used to evaluate reconstruction quality, but the measurement uncertainty, which exists in the process of obtaining inductance measurements and sensitivity maps, wasn't taken into account. In this paper, a statistical index was proposed for the first time to quantitatively evaluate the image confidence level for each pixel of the reconstructed image through error propagation analysis.
徐凯、陈广、赵倩、郝建娜、尹武良
电气测量技术、电气测量仪器
电磁层析成像灵敏度矩阵测量图像重建图像可信度估计
Electromagnetic Tomographysensitivity matrix measurementimage reconstructionimage confidence evaluation
徐凯,陈广,赵倩,郝建娜,尹武良.一种新型的用于电磁层析成像系统中图像可信度估计的统计方法[EB/OL].(2012-11-16)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201211-296.点此复制
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