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Multiresolution tomographic reconstruction using wavelets

机译:使用小波的多分辨率层析成像重建

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Shows how the separable two-dimensional wavelet representation leads naturally to an efficient multiresolution tomographic reconstruction algorithm. This algorithm is similar to the conventional filtered backprojection algorithm, except that the filters are now angle dependent, and the backprojection gives the wavelet coefficients of the reconstruction, which are then used to synthesize the reconstruction at various resolution levels. By reconstructing only a small localized region at high resolution, the authors show how radiation exposure and computation can be significantly reduced, compared to a standard reconstruction.
机译:说明了可分离的二维小波表示法是如何自然地导致有效的多分辨率层析成像重建算法的。该算法类似于常规的滤波反投影算法,不同之处在于滤波器现在与角度相关,并且反投影给出了重构的小波系数,然后将其用于各种分辨率级别的合成。通过仅以高分辨率重建一个小的局部区域,作者展示了与标准重建相比如何可以显着减少辐射暴露和计算。

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