Computational information geometry : for image and signal processing

著者

書誌事項

Computational information geometry : for image and signal processing

Frank Nielsen, Frank Critchley, Christopher T.J. Dodson, editors

(Signals and communication technology)

Springer, c2017

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注記

"This book is the outcome of a workshop entitled "Computational information geometry for image and signal processing" (http://www.icms.org.uk/workshops/infogeom) that was hosted by the International Centre for Mathematical Sciences (ICMS, Edinburgh, UK), with funding from the London Mathematical Society and the British Engineering and Physical Sciences Research Council. The workshop took place during September 21-25, 2015."--P. vii

Includes bibliographical references

内容説明・目次

内容説明

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.

目次

Medical Applications.- Cognition and Learning.- Video Image Analysis.- Advanced Radar Processing.

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