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Certain optimal correspondences between plane curves, II: Existence, local uniqueness, regularity, and other properties
Author(s):
David
Groisser
Journal:
Trans. Amer. Math. Soc.
361
(2009),
3001-3030.
MSC (2000):
Primary 53A04, 49K15
Posted:
December 23, 2008
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Abstract:
This paper is a companion to the author's paper (this volume), in which several theorems were proven concerning the nature, as infinite-dimensional manifolds, of the shape-space of plane curves and of spaces of certain curve-correspondences called bimorphisms. In Tagare, O'Shea, Groisser, 2002, a class of objective functionals, depending on a choice of cost-function , was introduced on the space of bimorphisms between two fixed curves and , and it was proposed that one define a ``best non-rigid match'' between and by minimizing such a functional. In this paper we use the Nash Inverse Function Theorem to show that for strongly convex functions , if and are curves whose shapes are not too dissimilar (specifically, are -close for a certain finite ), and neither is a perfect circle, then the minimum of a certain regularized objective functional exists and is locally unique. We also study certain properties of the Euler-Lagrange equation for the objective functional, and obtain regularity results for ``exact matches'' (bimorphisms for which the objective functional achieves its absolute minimum value of 0) that satisfy a genericity condition.
References:
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R. Adams, Sobolev Spaces, Academic Press, New York, 1975. MR 0450957 (56:9247) - [FB]
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M. Frenkel and R. Basri, Curve matching using the fast marching method, Energy Minimization Methods in Computer Vision and Pattern Recognition: Proc. 4th International Workshop, EMMCVPR 2003, A. Rangarajan et al. (eds.), Springer-Verlag, Berlin, 2003, pp. 35-51. - [GT]
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D. Gilbarg and N. S. Trudinger, Elliptic Partial Differential Equations of Second Order, second edition. Springer-Verlag, Berlin, 1983. MR 737190 (86c:35035) - [G]
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D. Groisser, Certain optimal correspondences between plane curves, I: manifolds of shapes and bimorphisms, Trans. Amer. Math. Soc., this issue. - [H]
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R. S. Hamilton, The Inverse Function Theorem of Nash and Moser, Bull. (New Ser.) Amer. Math. Soc. 7 (1982), 65-222. MR 656198 (83j:58014) - [T]
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H. D. Tagare, Shape-based nonrigid correspondence with application to heart motion analysis, IEEE Trans. Med. Imaging 18 (1999), 570-579. - [TOG]
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H. D. Tagare, D. O'Shea, and D. Groisser, Non-rigid shape comparison of plane curves in images, J. Math. Imaging and Vision 16 (2002), 57-68. MR 1884465 (2002m:68120)
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Additional Information:
David
Groisser
Affiliation:
Department of Mathematics, University of Florida, Gainesville, Florida 32611-8105
Email:
groisser@math.ufl.edu
DOI:
10.1090/S0002-9947-08-04497-8
PII:
S 0002-9947(08)04497-8
Keywords:
Shape analysis,
shape space,
non-rigid correspondence,
plane curve,
bimorphism
Received by editor(s):
April 5, 2004
Received by editor(s) in revised form:
February 11, 2007
Posted:
December 23, 2008
Copyright of article:
Copyright
2008,
American Mathematical Society
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