ISSN 1004-4140
    CN 11-3017/P

    基于正弦图滤波的中子CT图像环状伪影校正方法

    Ring Artifact Correction Method for Neutron CT Images Based on Sinogram Filtering

    • 摘要: 中子CT成像在材料科学、医学等众多领域发挥着越来越重要的作用。在中子CT图像中,探测器探元响应异常或响应不一致等因素会造成CT重建图像中包含大量大小不一的环状伪影。本研究在分析CT图像环状伪影形成原因基础上,利用投影域预处理的方法,将投影正弦图中异常数值进行定位和滤波均衡,从而降低异常数值对重建图像的影响,利用校正后的投影正弦图进行FBP算法重建,得到无环状伪影的重建图像。实验结果表明,该方法能够有效降低探元异常导致的环状伪影,提高中子CT图像的清晰度和准确性,为中子成像在各领域的应用提供了可靠的图像支持。

       

      Abstract: Neutron CT imaging plays an increasingly important role in various fields such as materials science and medicine. In neutron CT images, factors such as abnormal or inconsistent detector responses can cause numerous ring artifacts of varying sizes in the reconstructed images. Based on the analysis of the causes of ring artifacts in CT images, a projection domain preprocessing method was used to locate and filter abnormal values in the projection sinogram, thereby reducing the impact of abnormal values on the reconstructed images. The corrected projection sinogram was then used to reconstruct the image, resulting in a ring artifact-free reconstructed image. The experimental results showed that the proposed method could effectively reduce ring artifacts and improve the clarity and accuracy of neutron CT images, providing reliable image support for the application of neutron CT in various fields.

       

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