三维医学数据集体绘制的几种绘制和体旋转方法的实现

Thean Wui Ooi, H. Ibrahim, K. Toh
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引用次数: 7

摘要

在普通的CT或MRI扫描中,体积数据是作为一系列分离的切片获得的。正常的实践要求放射科医生通过研究这些单独的切片来解释三维(3D)物体或体积数据。然而,这个过程是繁重和耗时的。在渲染技术的帮助下,这些将间接地简化决策过程,提高治疗计划的有效性和效率。一般来说,表面绘制和体绘制是医学应用中广泛使用的技术。其中,体绘制是最常用的可视化技术,用于呈现所研究的几何和密度数据。本课题实现了基于体绘制技术的三种可视化方法:最大强度投影(MIP)、局部最大强度投影(lip)和光线投射(ray-casting),探讨了它们的局限性和意义。可以使用不同的方法来描述数据中对象的不同特征。方法的使用取决于用户需求和指定的应用。为了帮助放射科医师更好地了解三维物体的性质,提高检测物体结构异常位置的效率,本项目还实施了体旋转方法,即基于自定义视角的欧几里得变换和剪切变换,在三维空间中旋转体数据。结合体积旋转和渲染方法,这些可能有助于放射科医生在任何视角下描绘物体的不同特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of several rendering and volume rotation methods for volume rendering of 3D medical dataset
In common CT or MRI scanning, volumetric data are acquired as a series of separated slices. Normal practice requires radiologists to interpret the three-dimensional (3D) object or volumetric data by studying these individual slices. Nevertheless, this process is burdensome and time-consuming. With the help from rendering techniques, these indirectly will ease the decision-making process and improve the effectiveness and efficiency of treatment planning. In general, surface rendering and volume rendering are among techniques widely used in medical applications. Among these, volume rendering is the most common visualization technique used to render both geometric and densitometric of data under investigation. This project implements three types of visualization methods based on volume rendering technique which are maximum intensity projection (MIP), local maximum intensity projection (LMIP) and ray-casting to investigate their limitations and significances. Different methods can be used to depict different features of the object in the data. The uses of methods are dependent on user demand and specified application. In order to assist radiologists to understand better on the nature of the 3D object and increase efficiency on detecting locations of abnormalities in the structure of the object, this project is also implementing volume rotation methods, which are Euclidean transformation and shear transformation to rotate the volumetric data in three-dimension space based on user-defined viewing angles. With the incorporation of volume rotation and rendering methods, these might help radiologists to depict different features of the object in any viewing angles.
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