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Electric Field Force Features-Harmonic Representation for 3D Shape Similarity

机译:用于3D形状相似性的电场力特征 - 谐波表示

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This paper proposes a novel shape representation “electric force features”, which is based on electric field theory. This representation has several benefits. First, it is invariant to scale and rigid transform. Second, it can represent complex and ill-defined models because of its physical background. 3D model supposed as charged body, we get the electric field force distribution by placing some testing charges around the 3D model. The force distribution is the feature of the 3D model. Orientation invariance is achieved by calculating the spherical harmonic transform of this distribution. The experiments illuminate that this representation has high discriminating power.
机译:本文提出了一种新颖形状表示“电力特征”,其基于电场理论。这个代表有几个好处。首先,它不变地缩放和刚性变换。其次,它可以代表复杂和既定的模型,因为它的物理背景。 3D模型被认为是带电的身体,我们通过在3D模型周围放置一些测试电荷来获得电场力分布。力分布是3D模型的特征。通过计算该分布的球面谐波变换来实现取向不变性。实验照亮了这种代表性具有高的辨别力。

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