Book contents
- Frontmatter
- Contents
- Commonly used notation
- Perface
- 1 Introduction
- 2 Examples
- 3 Location and spread on metric spaces
- 4 Extrinsic analysis on manifolds
- 5 Intrinsic analysis on manifolds
- 6 Landmark-based shape spaces
- 7 Kendall's similarity shape spaces ??km
- 8 The planar shape space ??k2
- 9 Reflection similarity shape spaces R??km
- 10 Stiefel manifolds Vk,m
- 11 Affine shape spaces A??km
- 12 Real projective spaces and projective shape spaces
- 13 Nonparametric Bayes inference on manifolds
- 14 Nonparametric Bayes regression, classification and hypothesis testing on manifolds
- Appendix A Differentiable manifolds
- Appendix B Riemannian manifolds
- Appendix C Dirichlet processes
- Appendix D Parametric models on Sd and ??k2
- References
- Index
Contents
Published online by Cambridge University Press: 05 May 2012
Book contents
- Frontmatter
- Contents
- Commonly used notation
- Perface
- 1 Introduction
- 2 Examples
- 3 Location and spread on metric spaces
- 4 Extrinsic analysis on manifolds
- 5 Intrinsic analysis on manifolds
- 6 Landmark-based shape spaces
- 7 Kendall's similarity shape spaces ??km
- 8 The planar shape space ??k2
- 9 Reflection similarity shape spaces R??km
- 10 Stiefel manifolds Vk,m
- 11 Affine shape spaces A??km
- 12 Real projective spaces and projective shape spaces
- 13 Nonparametric Bayes inference on manifolds
- 14 Nonparametric Bayes regression, classification and hypothesis testing on manifolds
- Appendix A Differentiable manifolds
- Appendix B Riemannian manifolds
- Appendix C Dirichlet processes
- Appendix D Parametric models on Sd and ??k2
- References
- Index
Summary
A summary is not available for this content so a preview has been provided. Please use the Get access link above for information on how to access this content.
- Type
- Chapter
- Information
- Nonparametric Inference on ManifoldsWith Applications to Shape Spaces, pp. v - viiiPublisher: Cambridge University PressPrint publication year: 2012