Shapes and diffeomorphisms

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Shapes are complex objects, which are difficult to apprehend as mathematical entities, in ways that can also be amenable to computerized analysis and interpretation. This volume provides the background that is required for this purpose, including different approaches that can be used to model shapes, and algorithms that are available to analyze them. It explores, in particular, the interesting connections between shapes and the objects that naturally act on them, diffeomorphisms. The book is, as far as possible, self-contained, with an appendix that describes a series of classical topics in mathematics (Hilbert spaces, differential equations, Riemannian manifolds) and sections that represent the state of the art in the analysis of shapes and their deformations.

A direct application of what is presented in the book is a branch of the computerized analysis of medical images, called computational anatomy.

Author(s): Laurent Younes (auth.)
Series: Applied Mathematical Sciences 171
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010

Language: English
Pages: 438
Tags: Differential Geometry; Global Analysis and Analysis on Manifolds; Visualization

Front Matter....Pages I-XVII
Parametrized Plane Curves....Pages 1-42
Medial Axis....Pages 43-57
Moment-Based Representation....Pages 59-63
Local Properties of Surfaces....Pages 65-103
Isocontours and Isosurfaces....Pages 105-113
Evolving Curves and Surfaces....Pages 115-148
Deformable templates....Pages 149-160
Ordinary Differential Equations and Groups of Diffeomorphisms....Pages 161-176
Building Admissible Spaces....Pages 177-202
Deformable Objects and Matching Functionals....Pages 203-247
Diffeomorphic Matching....Pages 249-301
Distances and Group Actions....Pages 303-329
Metamorphosis....Pages 331-345
Back Matter....Pages 347-434