迭代重建
弹道
计算机视觉
计算机科学
成像体模
人工智能
重建算法
灵活性(工程)
噪音(视频)
三维重建
迭代法
算法
图像(数学)
数学
光学
物理
天文
统计
作者
Frank Dennerlein,Frédéric Noo,Wolfgang Härer,Joachim Hornegger,Guenter Lauritsch
出处
期刊:IEEE Nuclear Science Symposium
日期:2007-10-01
被引量:2
标识
DOI:10.1109/nssmic.2007.4437024
摘要
We introduce a novel approach for 3D image reconstruction from CB data acquired along a full circular trajectory. Our approach, which we refer to as the Z-smart reconstruction method, follows the scheme of ID filtering and 3D backprojection, while providing flexibility in the choice of the filtering directions. This flexibility allows us to modify the appearance of CB artifacts in the reconstruction results, so that, for certain imaging tasks, the Z-smart method can yield image quality that is significantly superior to that achievable with most other reconstruction algorithms for the full-scan circular trajectory. In particular, when imaging objects that have strong but localized heterogeneities in the axial direction, the Z-smart method can outperform both, the popular filtered-backprojection approach of Feldkamp et ah, and also ART, i.e. a fully 3D iterative reconstruction method. We provide a numerical evaluation of our algorithm using simulated CB data of an analytically defined tube phantom, with and without added noise.
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