ABSTRACT

This book introduces differential geometry and cutting-edge findings from the discipline by incorporating both classical approaches and modern discrete differential geometry across all facets and applications, including graphics and imaging, physics and networks.

With curvature as the centerpiece, the authors present the development of differential geometry, from curves to surfaces, thence to higher dimensional manifolds; and from smooth structures to metric spaces, weighted manifolds and complexes, and to images, meshes and networks. The first part of the book is a differential geometric study of curves and surfaces in the Euclidean space, enhanced while the second part deals with higher dimensional manifolds centering on curvature by exploring the various ways of extending it to higher dimensional objects and more general structures and how to return to lower dimensional constructs. The third part focuses on computational algorithms in algebraic topology and conformal geometry, applicable for surface parameterization, shape registration and structured mesh generation.

The volume will be a useful reference for students of mathematics and computer science, as well as researchers and engineering professionals who are interested in graphics and imaging, complex networks, differential geometry and curvature.

section I|336 pages

Differential Geometry, Classical and Discrete

chapter 2Chapter 1|46 pages

Curves

chapter Chapter 2|42 pages

Surfaces: Gauss Curvature – First Definition

chapter Chapter 3|22 pages

Metrization of Gauss Curvature

chapter Chapter 4|36 pages

Gauss Curvature and Theorema Egregium

chapter Chapter 5|8 pages

The Mean and Gauss Curvature Flows

chapter Chapter 6|36 pages

Geodesics

chapter Chapter 7|14 pages

Geodesics and Curvature

chapter Chapter 8|6 pages

The Equations of Compatibility

chapter Chapter 10|10 pages

Higher Dimensional Curvatures

chapter Chapter 11|18 pages

Higher Dimensional Curvatures 2

chapter Chapter 12|50 pages

Discrete Ricci Curvature and Flow

chapter Chapter 13|20 pages

Weighted Manifolds and Ricci Curvature Revisited

section II|182 pages

Differential Geometry, Computational Aspects

chapter 338Chapter 14|30 pages

Algebraic Topology

chapter Chapter 15|24 pages

Homology and Cohomology Group

chapter Chapter 16|28 pages

Exterior Calculus and Hodge Decomposition

chapter Chapter 17|16 pages

Harmonic Map

chapter Chapter 18|12 pages

Riemann Surface

chapter Chapter 19|28 pages

Conformal Mapping

chapter Chapter 20|20 pages

Discrete Surface Curvature Flows

chapter Chapter 21|22 pages

Mesh Generation Based on Abel-Jacobi Theorem