ENGLISH

Computational Information Geometry: For Image and Signal Processing

By Frank Nielsen , Frank Critchley , Christopher T. J. Dodson (eds.)

Book information

Publisher
Springer International Publishing
Year
2017
ISBN
978-3-319-47056-6, 978-3-319-47058-0
DOI
10.1007/978-3-319-47058-0
Language
english
Format
PDF
Filesize
9 MB (9776303 bytes)
Series
Signals and Communication Technology
Edition
1
Pages
XII, 299\306
Time added
2017-02-20 14:56:08
Image and Speech Processing;Statistics and ComputiSignal

Description

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.

Similar books