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Optimization of 3D Reconstruction Technique for CT Image and Analysis of the Derived Model

机译:CT图像的3D重建技术优化及模型推导分析

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The technology of 3D reconstruction of medical image can provide more comprehensive and detailed information for doctors. This paper analyses the efficiency of traditional marching cubes(MC) algorithm and its derivative algorithms, puts forward an improved MC algorithm which can improve drawing efficiency by quadratic median approximation method instead of linear interpolation method. With the aid of visualization toolkit(VTK), the improved algorithm can reconstruct the 3D view of CT image and export corresponding model. Moreover, the paper analyses the 3D model's mechanical characteristics with a finite element analysis software. The experiment shows that the improved MC algorithm can effectively improve the reconstruction efficiency, the reconstruction model can meet the requirements of finite element method and the analysis results bear great applicable significance.
机译:医学图像的3D重建技术可以为医生提供更全面,详细的信息。本文分析了传统行进立方体算法及其派生算法的效率,提出了一种改进的MC算法,该算法可以通过二次中值逼近法代替线性插值法来提高绘制效率。借助可视化工具包(VTK),改进的算法可以重建CT图像的3D视图并导出相应的模型。此外,本文使用有限元分析软件分析了3D模型的机械特性。实验表明,改进的MC算法可以有效提高重建效率,重建模型可以满足有限元法的要求,分析结果具有重要的应用意义。

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