四维标量场中等值特征的提取

C. Weigle, D. Banks
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引用次数: 68

摘要

等值面是寻找三维标量数据特征的重要工具。本文描述了递归轮廓网格在四维空间中提取相似特征的方法。在时变等值面f(x, y, z, t)=c的情况下,该技术为在时空中扫描体积的等值面构建了一个实体网格。在特定时间的等值面实例是通过对该体积施加第二个约束而产生的。时变等值面定义的包络线可以用类似的方式捕获:当时变等值面f=c达到最大值时,函数对时间的偏导数必须为零。这第二个约束产生一个包含等值面的极值的曲面。从四维表示中也可以提取出多分辨率模型和互穿透的斑点状物体。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Extracting iso-valued features in 4-dimensional scalar fields
Isosurfaces are an important tool for finding features in 3D scalar data. The paper describes how recursive contour meshing is applied to extract similar features in 4-dimensional space. In the case of time-varying isosurfaces f(x, y, z, t)=c, the technique constructs a solid mesh for the isosurface that sweeps a volume in space-time. An instance of an isosurface at a particular time results from applying a second constraint against this volume. The envelope defined by the time-varying isosurface can be captured in a similar way: when a time-varying isosurface f=c reaches is maximum extent, the function's partial derivative with respect to time must be zero. This second constraint and produces a surface containing the extrema of the isosurfaces. Multi-resolution models and inter-penetrating blobby objects can also be extracted from 4-dimensional representations.
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