A metric on shape space with explicit geodesics
Laurent YounesThe Johns Hopkins University, Baltimore, United States
Peter W. MichorUniversität Wien, Austria
Jayant M. ShahNortheastern University, Boston, USA
David B. MumfordBrown University, Providence, United States
This paper studies a specific metric on plane curves that has the property of being isometric to classical manifold (sphere, complex projective, Stiefel, Grassmann) modulo change of parametrization, each of these classical manifolds being associated to specific qualifications of the space of curves (closed-open, modulo rotation etc\ldots) Using these isometries, we are able to explicitely describe the geodesics, first in the parametric case, then by modding out the paremetrization and considering horizontal vectors. We also compute the sectional curvature for these spaces, and show, in particular, that the space of closed curves modulo rotation and change of parameter has positive curvature. Experimental results that explicitly compute minimizing geodesics between two closed curves are finally provided.
Cite this article
Laurent Younes, Peter W. Michor, Jayant M. Shah, David B. Mumford, A metric on shape space with explicit geodesics. Atti Accad. Naz. Lincei Cl. Sci. Fis. Mat. Natur. 19 (2008), no. 1, pp. 25–57DOI 10.4171/RLM/506