论文标题

异质物体的混合功能表示

Hybrid Function Representation for Heterogeneous Objects

论文作者

Tereshin, A., Pasko, A., Fryazinov, O., Adzhiev, V.

论文摘要

异质对象建模是一个新兴区域,在该区域中,几何形状与内部基于物理的属性共同考虑。本文介绍了一个新型的理论和实用框架,用于基于一种称为HFREP的新型统一的基于功能的混合表示,用于建模体积异质对象。这种新的表示允许在欧几里得空间中获得连续的平滑距离场,并根据不同种类的标量字段保留常规表示的优势,而无需其缺点。我们系统地描述了HFREP的数学和算法基础知识。基本算法的步骤详细介绍了几何和属性。为了解决一些有问题的问题,我们提出了一些实用的解决方案,包括用于解决层次网格的二基核方程的新算法。最后,我们通过对几个代表性的异质物体进行建模,包括时变本性的物体来证明该方法的实用性。

Heterogeneous object modelling is an emerging area where geometric shapes are considered in concert with their internal physically-based attributes. This paper describes a novel theoretical and practical framework for modelling volumetric heterogeneous objects on the basis of a novel unifying functionally-based hybrid representation called HFRep. This new representation allows for obtaining a continuous smooth distance field in Euclidean space and preserves the advantages of the conventional representations based on scalar fields of different kinds without their drawbacks. We systematically describe the mathematical and algorithmic basics of HFRep. The steps of the basic algorithm are presented in detail for both geometry and attributes. To solve some problematic issues, we have suggested several practical solutions, including a new algorithm for solving the eikonal equation on hierarchical grids. Finally, we show the practicality of the approach by modelling several representative heterogeneous objects, including those of a time-variant nature.

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