计算机科学 ›› 2012, Vol. 39 ›› Issue (5): 257-260.

• 图形图像 • 上一篇    下一篇

基于Shepp-Logan头模型的锥束CT仿真投影快速计算

张顺利,张定华,李小林,刘敏娜   

  1. (西北工业大学现代设计与集成制造技术教育部重点实验室 西安710072); (咸阳师范学院图形图像处理研究所 咸阳712000)
  • 出版日期:2018-11-16 发布日期:2018-11-16

Fast Calculation of Simulation Projection for Cone-beam CT Based on Shepp-Logan Head Phantom

  • Online:2018-11-16 Published:2018-11-16

摘要: 针对三维Shcplr工ogan头模型投影仿真,提出了一种快速并行投影计算方法。首先依次计算三维射线与各 椭球的交点,然后对交点序列进行排序,用排序后的交点序列来确定射线穿过模型的区域编号及长度,最后将每个区 域内的投影累加得到射线的投影值。在此基础上,将计算任务分解为4个独立的子任务,通过多线程技术在多核平台 上实现了锥束C"I'仿真投影的快速并行计算。实验结果表明,该方法非常有效,在四核平台上取得了约 3. 5倍的加速 比;图像重建结果验证了该方法生成的投影数据是准确的。

关键词: 锥束CT, Shepp-Logan头模型,投影仿真,多线程,图像重建

Abstract: Aiming at the problem of projection simulation of 3D Shepp-I_ogan head phantom, this paper proposed a fast parallel method to calculate simulation projection. Firstly, the intersection points of 3D ray and each ellipsoid were calcu- lated in turn. Then, the sequence of intersection points was sorted, by which the region number of phantom and length of intersection between the ray and the region were determined. Finally,the projection of the ray was obtained by summing the projection of each region. On this basis,we decomposed the computing task into four independent subtasks and rea- lined fast parallel calculation of simulation projection of con}beam CT on multi-core platform by multi-thread tech- nictue. Experimental result shows that the proposed method is very effective, can get a speedup about 3. 5 times on ctuad cores platform. The accuracy of the projection data generated by the proposed method was verified by results of image reconstruction.

Key words: Con}beam CT,Shepp-Logan head phantom, Projection simulation, Multi-thread, Image reconstruction

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