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Geodesic Path Based Interpolation Using Level Sets Propagation

机译:使用水平集传播的基于测地线的插值

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The main task of medical 3D reconstruction is to build accurately an isotropic volume consisting of cubic voxels from 2D serial cross sections. However, the spacing between the slices is typically much greater than the size of a pixel within the slice. Therefore, interpolation between the slices is of great importance. This paper presents a new kind of contour interpolation method in order to overcome the drawbacks of the existing methods. It assumes being applied after a segmentation step extracting the contours, and after a contour association step in order to avoid pathological cases. Moreover, it is based on the geodesic metric instead of Euclidean metric, and allows the interpolation of complex contours with concavities.
机译:医学3D重建的主要任务是准确地构建由2D连续横截面的立方体素组成的各向同性体积。然而,切片之间的间隔通常远大于切片内像素的大小。因此,切片之间的内插非常重要。为了克服现有方法的缺点,提出了一种新的轮廓插值方法。为了避免出现病理情况,假定在分割步骤提取轮廓之后以及轮廓关联步骤之后应用该方法。此外,它基于测地线度量标准而不是欧几里德度量标准,并允许对具有凹面的复杂轮廓进行插值。

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