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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.)

  • 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 118,99 €
price for Spain (gross)
  • ISBN 978-3-319-47058-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,50 €
price for Spain (gross)
  • ISBN 978-3-319-47056-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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 (11 chapters)

  • Information Geometry and Its Applications: An Overview

    Critchley, Frank (et al.)

    Pages 1-31

    Preview Buy Chapter 30,19 €
  • Towards the Geometry of Model Sensitivity: An Illustration

    Anaya-Izquierdo, Karim (et al.)

    Pages 33-62

    Preview Buy Chapter 30,19 €
  • On the Geometric Interplay Between Goodness-of-Fit and Estimation: Illustrative Examples

    Anaya-Izquierdo, Karim (et al.)

    Pages 63-77

    Preview Buy Chapter 30,19 €
  • Spontaneous Learning for Data Distributions via Minimum Divergence

    Eguchi, Shinto (et al.)

    Pages 79-99

    Preview Buy Chapter 30,19 €
  • Extrinsic Projection of Itô SDEs on Submanifolds with Applications to Non-linear Filtering

    Armstrong, John (et al.)

    Pages 101-120

    Preview Buy Chapter 30,19 €

Buy this book

eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-319-47058-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,50 €
price for Spain (gross)
  • ISBN 978-3-319-47056-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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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
Series ISSN
1860-4862
Edition Number
1
Number of Pages
XIV, 299
Number of Illustrations and Tables
79 b/w illustrations
Topics