Editors:
- 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
- Includes supplementary material: sn.pub/extras
Part of the book series: Signals and Communication Technology (SCT)
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Table of contents (12 chapters)
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Front Matter
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.
Editors and Affiliations
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Laboratoire d’Informatique (LIX),Palaiseau Cedex,France and Sony Computer Science Laboratories, Inc., Tokyo, Japan., Ecole Polytechnique, Palaiseau Cedex, France
Frank Nielsen
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School of Mathematics and Statistics, The Open University, Milton Keynes, United Kingdom
Frank Critchley
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Department of Mathematics, University of Manchester, Manchester, United Kingdom
Christopher T. J. Dodson
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
DOI: https://doi.org/10.1007/978-3-319-47058-0
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing AG 2017
Hardcover ISBN: 978-3-319-47056-6Published: 01 December 2016
Softcover ISBN: 978-3-319-83651-5Published: 04 July 2018
eBook ISBN: 978-3-319-47058-0Published: 24 November 2016
Series ISSN: 1860-4862
Series E-ISSN: 1860-4870
Edition Number: 1
Number of Pages: XIV, 299
Number of Illustrations: 79 b/w illustrations
Topics: Signal, Image and Speech Processing, Statistics and Computing/Statistics Programs, Probability Theory and Stochastic Processes, Coding and Information Theory, Biomedical Engineering and Bioengineering