Image Processing, Computer Vision, Pattern Recognition, and Graphics

Geometric Science of Information

Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings

Editors: Nielsen, Frank, Barbaresco, Frédéric (Eds.)

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About this book

This book constitutes the refereed proceedings of the Second International Conference on Geometric Science of Information, GSI 2015, held in Palaiseau, France, in October 2015.

The 80 full papers presented were carefully reviewed and selected from 110 submissions and are organized into the following thematic sessions:

Dimension reduction on Riemannian manifolds; optimal transport; optimal transport and applications in imagery/statistics; shape space and diffeomorphic mappings; random geometry/homology; Hessian information geometry; topological forms and Information; information geometry optimization; information geometry in image analysis; divergence geometry; optimization on manifold; Lie groups and geometric mechanics/thermodynamics; computational information geometry; Lie groups: novel statistical and computational frontiers; geometry of time series and linear dynamical systems; and Bayesian and information geometry for inverse problems.

Table of contents (83 chapters)

  • Evolution Equations with Anisotropic Distributions and Diffusion PCA

    Sommer, Stefan

    Pages 3-11

  • Barycentric Subspaces and Affine Spans in Manifolds

    Pennec, Xavier

    Pages 12-21

  • Dimension Reduction on Polyspheres with Application to Skeletal Representations

    Eltzner, Benjamin (et al.)

    Pages 22-29

  • Affine-Invariant Riemannian Distance Between Infinite-Dimensional Covariance Operators

    Minh, Hà Quang

    Pages 30-38

  • A Sub-Riemannian Modular Approach for Diffeomorphic Deformations

    Gris, Barbara (et al.)

    Pages 39-47

Buy this book

eBook $99.00
price for Mexico (gross)
  • ISBN 978-3-319-25040-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $131.00
price for Mexico
  • ISBN 978-3-319-25039-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Geometric Science of Information
Book Subtitle
Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings
Editors
  • Frank Nielsen
  • Frédéric Barbaresco
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
9389
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-25040-3
DOI
10.1007/978-3-319-25040-3
Softcover ISBN
978-3-319-25039-7
Edition Number
1
Number of Pages
XXII, 790
Number of Illustrations and Tables
97 b/w illustrations
Topics