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Fast three dimensional inverse radon transform by using tree-structured filter bank

机译:利用树状滤波器组的快速三维逆Radon变换

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In reconstructing cross-sectional images of 2D (2-dimensional) X-ray CT, a data acquisition is a line integral operation along a projection's direction. This operation is equivalent to the Radon Transform (RT), hence the reconstructing cross-sectional images is equivalent to this inverse transform. Generally, the convolution backprojection (CB) algorithm has been used for realiging 2D inverse Radon transform (IRT). The authors proposed the method to shorten reconstructing time by using TFB for the backprojection-part. In this paper, we expand the TFB method to 3D-IRT, and show that this technique is very effective for time saving. The application to 3D-IRT realized that the reconstructing speed of TFB method was approximately about 760 times faster than that of IRT method.
机译:在重建二维(二维)X射线CT的横截面图像时,数据采集是沿投影方向的线积分操作。此操作等效于Radon变换(RT),因此重建的横截面图像等效于此逆变换。通常,卷积反投影(CB)算法已用于实现2D逆Radon变换(IRT)。作者提出了使用TFB作为反投影部分来缩短重构时间的方法。在本文中,我们将TFB方法扩展到3D-IRT,并表明该技术对于节省时间非常有效。在3D-IRT上的应用认识到,TFB方法的重建速度比IRT方法快约760倍。

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