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Parallel computation of fan-beam back-projection reconstruction algorithm in computed tomography

机译:层析X射线摄影中扇形束反投影重建算法的并行计算

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A method for parallelizing the image reconstruction of a fan beam computed tomography (CT) scanner and a processor array adapted for computing the back-projection reconstruction algorithm (BPR) are presented. By making use of some inherent parallelism in PBR, a modular ring architecture in multiple of eight processors is shown to be well suited for a class of CT algorithms. The parallel architecture encompasses a reconfigurable binary tree to accommodate a wide range of processor interconnections needed for different image-processing schemes, ranging from front-end filtering, calibration, and fast Fourier transform to postprocessing such as artifact removal and image compression.
机译:提出了一种使扇形束计算机断层摄影(CT)扫描仪的图像重建并行化的方法和一种适于计算反投影重建算法(BPR)的处理器阵列。通过利用PBR中固有的并行性,显示出八个处理器中的多个处理器中的模块化环形体系结构非常适合一类CT算法。并行体系结构包含一个可重新配置的二叉树,以适应不同图像处理方案所需的各种处理器互连,范围从前端过滤,校准和快速傅里叶变换到后处理(如伪像去除和图像压缩)。

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