Research on Virtual Endoscopy path planning

Hongxia Wang, Xiuzhen Wang
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引用次数: 1

Abstract

Some key techniques and realizations of Virtual Endoscopy are systematically investigated in this thesis. It consists of the reading of CT data, the pre-processing of medical images, the techniques of segment tissues, 3D Reconstruction and the techniques of path planning. Great stress is laid on 3D Reconstruction and the techniques of path planning in this thesis. The primary work of studies is as follows: First of all, Study the loading of the chest CT data and the pre-process of filtering and interpolation. Secondly, the semi-automatic thresholding algorithm based on thresholding segmentation is proposed. The CT images are segmented using the methods. In addition, Marching Cubes algorithms is improved in the process of VE rendering algorithm to improve the efficiency of rendering. Finally, based on the technique of distance transform method, this thesis puts forward a distance transform method on the basis of maximum-cost spanning tree, which is able to create central path quickly and to solve some branch questions.
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虚拟内窥镜路径规划研究
本文对虚拟内窥镜的关键技术及其实现进行了系统的研究。它包括CT数据的读取、医学图像的预处理、组织分割技术、三维重建技术和路径规划技术。本文重点研究了三维重建和路径规划技术。研究的主要工作如下:首先,研究胸部CT数据的加载和滤波插值预处理。其次,提出了基于阈值分割的半自动阈值分割算法。利用该方法对CT图像进行分割。此外,在VE绘制算法的过程中对Marching Cubes算法进行了改进,提高了绘制效率。最后,本文在距离变换方法的基础上,提出了一种基于最大代价生成树的距离变换方法,该方法能够快速生成中心路径并解决一些分支问题。
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