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A New Method of CT Imaging: TTBP

机译:CT成像的新方法:TTBP

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CT imaging technology plays an important role in the field of medical diagnosis. Filtered Back-Projection (FBP) algorithm is usually used for image reconstruction. However, there are some noise defects in the reconstructed image, and CT imaging requires higher accuracy of the image. In order to reduce these noise defects, use TT transform instead of Fourier filtering in FBP, and a TT back projection algorithm (TTBP) is proposed. Firstly, The image projection signal is transformed by TT. Then, using the TT transform spectral features of the diagonal elements, the noise signal of the projected signal is processed. Finally, back projection is used to reconstruct the original image. Using Shepp-Logan skull in medical CT imaging as a model and algorithm is implemented in MATLAB. Compared with the simulation results, the obtained image has better control of noise flaws, and the resulting image is clearer and smoother, which has a high application value.
机译:CT成像技术在医学诊断领域中起着重要的作用。滤波反投影(FBP)算法通常用于图像重建。然而,在重建图像中存在一些噪声缺陷,并且CT成像需要图像的更高精确度。为了减少这些噪声缺陷,在FBP中使用TT变换代替傅立叶滤波,并提出了TT反投影算法(TTBP)。首先,通过TT对图像投影信号进行变换。然后,使用对角元素的TT变换频谱特征,处理投影信号的噪声信号。最后,使用反投影来重建原始图像。在医学CT成像中使用Shepp-Logan头骨作为模型,并在MATLAB中实现了算法。与仿真结果相比,所获得的图像对噪声缺陷的控制效果更好,所得到的图像更加清晰,平滑,具有较高的应用价值。

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