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Extraction of Skull and Face Surfaces from CT Images

机译:从CT图像提取颅骨和面部表面

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摘要

Craniofacial reconstruction is a method to estimate the shape of a person's face based on the shape of his skull. The primary data in craniofacial reconstruction are the skull and face surfaces, but often human head data is taken using a CT scanner. The size of the CT image files is enormous, so we need to represent the CT image in a more straightforward format with small file size. In this paper, we propose a method for skull and face surfaces extraction from CT images. This study aims to obtain point clouds with small file size. In general, the method consists of two stages. First, the segmentation of the skull and face to get the outermost contour of the skull and face. Second, the point cloud construction. The proposed method has succeeded in extracting skull and face surfaces. The extraction process produces point clouds with an average file size of 9.1% of the size of the original CT image file.
机译:颅面重建术是一种根据人的颅骨形状估计其脸部形状的方法。颅面重建的主要数据是颅骨和面部表面,但通常使用CT扫描仪采集人的头部数据。 CT图像文件的大小很大,因此我们需要以更简单的格式来表示CT图像,同时还要减小文件大小。在本文中,我们提出了一种从CT图像提取头骨和面部表面的方法。这项研究旨在获得具有较小文件大小的点云。通常,该方法包括两个阶段。首先,对头骨和面部进行分割以获得头骨和面部的最外轮廓。二是点云建设。所提出的方法已成功提取出头骨和脸部表面。提取过程产生的点云平均文件大小为原始CT图像文件大小的9.1%。

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