Computational Information Geometry For Image and Signal Processing
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 t
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Frank Nielsen Frank Critchley Christopher T.J. Dodson Editors
Computational Information Geometry For Image and Signal Processing
Signals and Communication Technology
More information about this series at http://www.springer.com/series/4748
Frank Nielsen Frank Critchley Christopher T.J. Dodson •
Editors
Computational Information Geometry For Image and Signal Processing
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Editors Frank Nielsen Laboratoire d’Informatique (LIX) Ecole Polytechnique Palaiseau France and Sony Computer Science Laboratories, Inc. Tokyo Japan
Frank Critchley School of Mathematics and Statistics The Open University Milton Keynes UK Christopher T.J. Dodson Department of Mathematics University of Manchester Manchester UK
ISSN 1860-4862 ISSN 1860-4870 (electronic) Signals and Communication Technology ISBN 978-3-319-47056-6 ISBN 978-3-319-47058-0 (eBook) DOI 10.1007/978-3-319-47058-0 Library of Congress Control Number: 2016952891 © Springer International Publishing AG 2017 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. Printed on acid-free paper This Springer imprint is published by Springer Nature The registered company is Springer International Publishing AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface
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. Participants at this workshop (see group photo of Fig. 1) were kindly asked to submit for peer-review a chapter summarizing some of their recent research achievements in this area. First, let us give some background on the workshop. The workshop began with lectures providing overviews of information geometry and its applications, c
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