花键(机械)
投影(关系代数)
断层重建
基函数
离散化
体素
迭代重建
背景(考古学)
氡变换
基础(线性代数)
计算机科学
数学
长方体样条
像素
计算机视觉
几何学
算法
数学分析
样条插值
物理
生物
热力学
古生物学
双线性插值
作者
Kai Zhang,Alireza Entezari
标识
DOI:10.1109/isbi.2019.8759327
摘要
The pixel- and voxel-basis are common choices for image discretization in the context of computed tomography (CT). They can also be viewed as first-order box splines - a class of functions with closed-form X-ray and Radon transforms that can be computed efficiently. In this paper we derive a method for exact projection of box splines in a non-parallel geometry that can be used in fan-beam and cone-beam tomographic image reconstruction algorithms. We also provide efficient computational procedures for evaluation of the basis function in the projection domain.
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