医学数据集的快速预集成透视体绘制算法

Lihan Bin, Tian Lian-fang, Ou Shanxing, Lifei Wang
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引用次数: 1

摘要

透视体绘制在医学可视化应用中具有众所周知的优势。在三维医学图像的可视化中,经常需要对不透明度传递函数(OTF)和视角进行频繁调整,导致体绘制难以实时实现。而在传统的视角中,由于采样不足,存在混叠和阶梯效应。为了高效地重建三维医学图像,提出了一种基于预集成体绘制和剪切- warp算法的医学数据集快速预集成透视体绘制方法。该方法利用不透明度传递函数与最小-最大八叉树数据结构的相关性实现体数据的分类编码。在此基础上,可以快速建立新的游程编码(RLE)数据结构,以便在不透明传递函数和视角变化时快速重建图像。此外,结合Phong光照模型的阴影计算,预集成体绘制技术可以消除欠采样产生的混叠伪影,从而提高重建效果。本研究证明了该方法的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Rapid Pre-Integrated Perspective Volume Rendering algorithm of medical data sets
Perspective volume rendering has well known advantages in medical visualization application. In the visualization of 3D medical images, it is common to adjust frequently the Opacity Transfer Function(OTF) and viewing angle so that volume rendering is difficult to be realized in real-time. And in traditional perspective Shear-Warp there are the aliasing and staircase effects resulting from under-sampling. In order to efficiently and effectively reconstruct 3D medical images, a novel Rapid Pre-Integrated Perspective Volume Rendering(RPPVR) method of medical data sets based on Pre-integrated volume rendering and Shear-Warp algorithm is proposed in this paper. In the proposed method, classification coding for volume data is implemented by making use of the correlation of opacity transfer function and min-max Octree data structure. On this basis, the new run-length encoded(RLE) data structure can be established rapidly so that fast reconstruction can be done when opacity transfer function and view angle change. Moreover, the aliasing artifacts resulted from under-sampling can be eliminated by pre-integrated volume rendering technique incorporated the shading calculation of Phong lighting model, thus improving the reconstruction effect. This study demonstrates the superiority of the proposed method.
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