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arXiv 1706.03095math.DG
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齐性空间中曲线的平方根速度框架

The Square Root Velocity Framework for Curves in a Homogeneous Space

Zhe Su, Eric Klassen, Martin Bauer

摘要:

本文研究了值在齐性空间$M = G/K$中的曲线的形空间,其中$G$是李群,$K$是紧李群.我们推广了平方根速度框架,得到了$M$中曲线空间上的一个重参数化不变度量。通过识别$M$中的曲线及其在$G$中的水平升力,然后可以计算测地线。我们也可以通过重新参数化和$M$的刚性运动来修改。在每个商空间中,我们可以计算Karcher均值、测地线,并执行主成分分析。我们提出的数值例子,包括一组飓风路径的分析。

英文摘要:

In this paper we study the shape space of curves with values in a homogeneous space $M = G/K$, where $G$ is a Lie group and $K$ is a compact Lie subgroup. We generalize the square root velocity framework to obtain a reparametrization invariant metric on the space of curves in $M$. By identifying curves in $M$ with their horizontal lifts in $G$, geodesics then can be computed. We can also mod out by reparametrizations and by rigid motions of $M$. In each of these quotient spaces, we can compute Karcher means, geodesics, and perform principal component analysis. We present numerical examples including the analysis of a set of hurricane paths.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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