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Three-dimensional reconstruction of teeth and jaws based on segmentation of CT images using watershed transformation

机译:分水岭变换基于CT图像分割的颌骨三维重建

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摘要

The objective of the present study was the development and clinical testing of a three-dimensional (3D) reconstruction method of teeth and a bone tissue of the jaw on the basis of CT images of the maxillofacial region. 3D reconstruction was performed using the specially designed original software based on watershed transformation. Computed tomograms in digital imaging and communications in medicine format obtained on multispiral CT and CBCT scanners were used for creation of 3D models of teeth and the jaws. The processing algorithm is realized in the stepwise threshold image segmentation with the placement of markers in the mode of a multiplanar projection in areas relating to the teeth and a bone tissue. The developed software initially creates coarse 3D models of the entire dentition and the jaw. Then, certain procedures specify the model of the jaw and cut the dentition into separate teeth. The proper selection of the segmentation threshold is very important for CBCT images having a low contrast and high noise level. The developed semi-automatic algorithm of multispiral and cone beam computed tomogram processing allows 3D models of teeth to be created separating them from a bone tissue of the jaws. The software is easy to install in a dentist's workplace, has an intuitive interface and takes little time in processing. The obtained 3D models can be used for solving a wide range of scientific and clinical tasks.
机译:本研究的目的是根据颌面部CT图像对颌骨的牙齿和骨骼的三维(3D)重建方法的开发和临床测试。使用特别设计的基于分水岭转换的原始软件进行了3D重建。在多螺旋CT和CBCT扫描仪上获得的数字成像和医学形式的计算机断层扫描图被用于创建牙齿和颌骨的3D模型。该处理算法是通过在与牙齿和骨骼组织有关的区域中以多平面投影的方式放置标记的逐步阈值图像分割来实现的。最初开发的软件会创建整个牙列和颌骨的粗略3D模型。然后,某些程序会指定下颌的型号并将牙列切成单独的牙齿。对于具有低对比度和高噪声水平的CBCT图像,正确选择分割阈值非常重要。多螺旋和锥束计算机断层扫描处理的已开发半自动算法允许创建牙齿的3D模型,将它们与颌骨的骨组织分开。该软件易于安装在牙医的工作场所中,具有直观的界面,并且处理时间很少。获得的3D模型可用于解决广泛的科学和临床任务。

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