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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:颅面重建是一种基于骷髅形状来估计一个人脸的形状的方法。颅面重建中的主要数据是颅骨和面部表面,但通常使用CT扫描仪拍摄人头数据。 CT图像文件的大小是巨大的,因此我们需要以更简单的格式表示CT图像,具有小的文件大小。在本文中,我们提出了一种从CT图像提取的颅骨和面表面的方法。本研究旨在获得具有小文件大小的点云。通常,该方法由两个阶段组成。首先,头骨和面部的分割以获得头骨和面部的最外面的轮廓。二,点云建设。该方法成功地提取了颅骨和面表面。提取过程产生点云,平均文件大小为原始CT图像文件大小的9.1%。

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