Computable elastic distances between shapes

被引:232
作者
Younes, L [1 ]
机构
[1] Ecole Normale Super, DIAM, CMLA, URA 1611, F-94235 Cachan, France
关键词
shape comparison; elastic matching; shape representation;
D O I
10.1137/S0036139995287685
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We define distances between geometric curves by the square root of the minimal energy required to transform one curve into the other. The energy is formally defined from a left invariant Riemannian distance on an infinite dimensional group acting on the curves, which can be explicitly computed. The obtained distance boils down to a variational problem for which an optimal matching between the curves has to be computed. An analysis of the distance when the curves are polygonal leads to a numerical procedure for the solution of the variational problem, which can efficiently be implemented, as illustrated by experiments.
引用
收藏
页码:565 / 586
页数:22
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