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arXiv 1712.04586math.DG
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齐性空间中曲线的比较

Comparing Curves in Homogeneous Spaces

Zhe Su, Eric Klassen, Martin Bauer

摘要:

关注的是齐性空间中的曲线空间的研究。出于形状分析中的应用程序,我们确定两条曲线,如果他们只是不同的参数化和/或刚性运动。对于欧几里得空间中的曲线,平方根速度函数(SRVF)允许定义并有效地计算该无限维商空间上的距离。本文将SRVF推广到齐性空间中的曲线。我们证明,在温和的条件下的曲线,总是存在最佳的重新参数化实现商距离,并证明我们的框架在选定的数值例子的效率。

英文摘要:

Of concern is the study of the space of curves in homogeneous spaces. Motivated by applications in shape analysis we identify two curves if they only differ by their parametrization and/or a rigid motion. For curves in Euclidean space the Square-Root-Velocity-Function (SRVF) allows to define and efficiently compute a distance on this infinite dimensional quotient space. In this article we present a generalization of the SRVF to curves in homogeneous spaces. We prove that, under mild conditions on the curves, there always exist optimal reparametrizations realizing the quotient distance and demonstrate the efficiency of our framework in selected numerical examples.

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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