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Visualization of human cerebral cortex by flatten algorithms

机译:通过扁平化算法可视化人类大脑皮层

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Abstract: Visualization of human brain function based on cortical activity is an interesting research work. Since most of the cerebral cortical surface areas are buried inside folds, the complex topology of cortical surface makes the visualization extremely difficult. In this paper, we present a new visualization system involving reconstructing 3D cortical surfaces, rendering and flattening the resulting surface. Besides developing the conventional polygon-based flattening algorithm, we also propose a new voxel-based flattening method that flattens the cortical surface directly for the 3D voxel data. For a polygon-based method, the cerebral cortical surfaces have to be firstly transferred to 3D polygons and then mapped onto a minimally distorted 2D plane. Which is achieved by an optimization procedure. However, the posed new method converts the 3D cortical voxel data directly to a 2D map. The flattened map is then obtained from warping this 2D map to the position of minimum distortions. We demonstrate the utility of two approaches by the entirely and partially flattened cerebral cortex map in MRI images. These approaches will facilitate more refined analysis in the function of cerebral cortex. !17
机译:摘要:基于皮层活动的人脑功能可视化是一项有趣的研究工作。由于大多数大脑皮层表面区域都隐藏在褶皱内部,因此皮层表面的复杂拓扑结构使可视化变得极为困难。在本文中,我们提出了一种新的可视化系统,该系统涉及重建3D皮质表面,渲染和展平所得表面。除了开发常规的基于多边形的展平算法外,我们还提出了一种新的基于体素的展平方法,该方法可以直接为3D体素数据展平皮质表面。对于基于多边形的方法,必须首先将大脑皮层表面转移到3D多边形,然后将其映射到最小变形的2D平面上。这是通过优化过程来实现的。但是,提出的新方法将3D皮质体素数据直接转换为2D贴图。然后通过将2D映射变形到最小失真的位置来获得平坦的映射。我们通过在MRI图像中完全和部分展平的大脑皮层图展示了两种方法的实用性。这些方法将有助于更精细地分析大脑皮层的功能。 !17

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