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Signals and Communication Technology

Computational Information Geometry

For Image and Signal Processing

Editors: Nielsen, Frank, Critchley, Frank, Dodson, Christopher T. J. (Eds.)

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  • Focuses on the application and development of information geometric methods in the analysis, classification, and retrieval of images and signals
  • Discusses the transfer of theory and methodology to practitioners
  • Provides introductory chapters to help those new to information geometry
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eBook $139.00
price for USA in USD (gross)
  • ISBN 978-3-319-47058-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for USA in USD
  • ISBN 978-3-319-47056-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $179.99
price for USA in USD
  • ISBN 978-3-319-83651-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book focuses on the application and development of information geometric methods in the analysis, classification and retrieval of images and signals. It provides introductory chapters to help those new to information geometry and applies the theory to several applications. This area has developed rapidly over recent years, propelled by the major theoretical developments in information geometry, efficient data and image acquisition and the desire to process and interpret large databases of digital information. The book addresses both the transfer of methodology to practitioners involved in database analysis and in its efficient computational implementation.

Table of contents (12 chapters)

Table of contents (12 chapters)
  • Information Geometry and Its Applications: An Overview

    Pages 1-31

    Critchley, Frank (et al.)

  • Towards the Geometry of Model Sensitivity: An Illustration

    Pages 33-62

    Anaya-Izquierdo, Karim (et al.)

  • On the Geometric Interplay Between Goodness-of-Fit and Estimation: Illustrative Examples

    Pages 63-77

    Anaya-Izquierdo, Karim (et al.)

  • Spontaneous Learning for Data Distributions via Minimum Divergence

    Pages 79-99

    Eguchi, Shinto (et al.)

  • Extrinsic Projection of Itô SDEs on Submanifolds with Applications to Non-linear Filtering

    Pages 101-120

    Armstrong, John (et al.)

Buy this book

eBook $139.00
price for USA in USD (gross)
  • ISBN 978-3-319-47058-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for USA in USD
  • ISBN 978-3-319-47056-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $179.99
price for USA in USD
  • ISBN 978-3-319-83651-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Computational Information Geometry
Book Subtitle
For Image and Signal Processing
Editors
  • Frank Nielsen
  • Frank Critchley
  • Christopher T. J. Dodson
Series Title
Signals and Communication Technology
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-47058-0
DOI
10.1007/978-3-319-47058-0
Hardcover ISBN
978-3-319-47056-6
Softcover ISBN
978-3-319-83651-5
Series ISSN
1860-4862
Edition Number
1
Number of Pages
XIV, 299
Number of Illustrations
79 b/w illustrations
Topics