张量场可视化使用自适应滤波噪声场结合字形渲染

A. Sigfridsson, T. Ebbers, E. Heiberg, L. Wigström
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引用次数: 43

摘要

目前已有很多方法可以实现标量和矢量数据的可视化,但张量数据的可视化仍然是一个难题。我们提出了一种使用直接体绘制和字形绘制之间的混合方法来可视化三维二阶张量的方法。通过对含噪声的标量场进行三维自适应滤波,建立了一个概览标量场。过滤过程由要可视化的张量场控制,创建具有张量场特征的模式。通过将标量场的直接体绘制与用于详细张量可视化的标准字形绘制方法相结合,创建了一个混合解决方案。实现了一个组合的体积和字形渲染器,并使用合成张量和从人类心脏肌肉应变率张量进行了测试,这些张量是根据相对比磁共振图像数据计算的。可以得到一个可理解的结果,既给出张量场的概述,也给出单个张量的详细信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tensor field visualisation using adaptive filtering of noise fields combined with glyph rendering
While many methods exist for visualising scalar and vector data, visualisation of tensor data is still troublesome. We present a method for visualising second order tensors in three dimensions using a hybrid between direct volume rendering and glyph rendering. An overview scalar field is created by using three-dimensional adaptive filtering of a scalar field containing noise. The filtering process is controlled by the tensor field to be visualised, creating patterns that characterise the tensor field. By combining direct volume rendering of the scalar field with standard glyph rendering methods for detailed tensor visualisation, a hybrid solution is created. A combined volume and glyph renderer was implemented and tested with both synthetic tensors and strain-rate tensors from the human heart muscle, calculated from phase contrast magnetic resonance image data. A comprehensible result could be obtained, giving both an overview of the tensor field as well as detailed information on individual tensors.
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