Image Processing, Computer Vision, Pattern Recognition, and Graphics

Geometric Science of Information

Third International Conference, GSI 2017, Paris, France, November 7-9, 2017, Proceedings

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

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eBook $109.00
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  • ISBN 978-3-319-68445-1
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  • Immediate eBook download after purchase
Softcover $143.00
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  • ISBN 978-3-319-68444-4
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About this book

This book constitutes the refereed proceedings of the Third International Conference on Geometric Science of Information, GSI 2017, held in Paris, France, in November 2017.

The 101 full papers presented were carefully reviewed and selected from 113 submissions and are organized into the following subjects: 

  • Statistics on non-linear data
  • Shape Space
  • Optimal Transport & Applications I (Data Science and Economics)
  • Optimal Transport & Applications II (Signal and Image Processing)
  • Topology and statistical learning
  • Statistical Manifold & Hessian Information Geometry
  • Monotone Embedding in Information Geometry
  • Information Structure in Neuroscience
  • Geometric Robotics & Tracking
  • Geometric Mechanics & Robotics
  • Stochastic Geometric Mechanics & Lie Group Thermodynamics
  • Probability on Riemannian Manifolds
  • Divergence Geometry
  • Geometric Deep Learning
  • First and second-order Optimization on Statistical Manifolds
  • Non-parametric Information Geometry
  • Geometry of quantum states
  • Optimization on Manifold
  • Computational Information Geometry
  • Probability Density Estimation
  • Geometry of Tensor-Valued Data
  • Geometry and Inverse Problems
  • Geometry in Vision, Learning and Dynamical Systems
  • Lie Groups and Wavelets
  • Geometry of metric measure spaces
  • Geometry and Telecom
  • Geodesic Methods with Constraints
  • Applications of Distance Geometry

Table of contents (3 chapters)

  • A Variational Formulation for Fluid Dynamics with Irreversible Processes

    François Gay-Balmaz, Hiroaki Yoshimura

    Pages

  • Stochastic Development Regression Using Method of Moments

    Line Kühnel, Stefan Sommer

    Pages

  • Vessel Tracking via Sub-Riemannian Geodesics on the Projective Line Bundle

    Erik J. Bekkers, et al.

    Pages

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-3-319-68445-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $143.00
price for USA
  • ISBN 978-3-319-68444-4
  • 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
Third International Conference, GSI 2017, Paris, France, November 7-9, 2017, Proceedings
Editors
  • Frank Nielsen
  • Frédéric Barbaresco
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
10589
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-68445-1
DOI
10.1007/978-3-319-68445-1
Softcover ISBN
978-3-319-68444-4
Edition Number
1
Number of Pages
XXV, 877
Number of Illustrations and Tables
168 b/w illustrations
Topics