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3D Topology Preserving Flows for Viewpoint-Based Cortical Unfolding

机译:3D拓扑保存流动的基于视点的皮质展开

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We present a variational method for unfolding of the cortex based on a user-chosen point of view as an alternative to more traditional global flattening methods, which incur more distortion around the region of interest. Our approach involves two novel contributions. The first is an energy function and its corresponding gradient flow to measure the average visibility of a region of interest of a surface from a given viewpoint. The second is an additional energy function and flow designed to preserve the 3D topology of the evolving surface. This latter contribution receives significant focus in this paper as it is crucial to obtain the desired unfolding effect derived from the first energy functional and flow. Without it, the resulting topology changes render the unconstrained evolution uninteresting for the purpose of cortical visualization, exploration, and inspection.
机译:我们提出了一种基于用户所选择的观点来展开皮质的变分方法,作为更传统的全球平整方法的替代,这在感兴趣的区域周围产生更多的失真。我们的方法涉及两种新的贡献。首先是能量函数及其相应的梯度流程,以测量从给定视点的表面的感兴趣区域的平均可见度。第二个是额外的能量函数和流量,旨在保留演化表面的3D拓扑。后一种贡献在本文中得到了显着的焦点,因为它至关重要,以获得从第一能量功能和流动衍生的所需的展开效果。没有它,所产生的拓扑变化使得无限制的进化是因为皮质可视化,探索和检查的目的而无趣的。

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