Multimedia Information Extraction_ Advances in Video, Audio, and Imagery Analysis for Search, Data Mining, Surveillance, and Authoring [Maybury 2012-09-04].pdf

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MULTIMEDIA
INFORMATION
EXTRACTION
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IBM Institute for Business Value
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Founder and Principal Associate, Software Engineering
Management Associates (SEMA)
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Associate Professor of Electronics, University of Bologna
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The University of Texas at Austin
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MULTIMEDIA
INFORMATION
EXTRACTION
Advances in Video, Audio, and Imagery
Analysis for Search, Data Mining,
Surveillance, and Authoring
Edited by
MARK T. MAYBURY
A JOHN WILEY & SONS, INC., PUBLICATION
Copyright © 2012 by IEEE Computer Society. All rights reserved.
Published by John Wiley & Sons, Inc., Hoboken, New Jersey.
Published simultaneously in Canada.
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Library of Congress Cataloging-in-Publication Data:
Maybury, Mark T.
Multimedia information extraction : advances in video, audio, and imagery analysis for search,
data mining, surveillance, and authoring / by Mark T. Maybury.
p. cm.
Includes bibliographical references and index.
ISBN 978-1-118-11891-7 (hardback)
1. Data mining. 2. Metadata harvesting. 3. Computer files. I. Title.
QA76.9.D343M396 2012
006.3'12–dc23
2011037229
Printed in the United States of America
10 9 8 7 6 5 4 3 2 1
CONTENTS
FOREWORD
Alan F. Smeaton
ix
xiii
xv
xvii
1
PREFACE
Mark T. Maybury
ACKNOWLEDGMENTS
CONTRIBUTORS
1 INTRODUCTION
Mark T. Maybury
2 MULTIMEDIA INFORMATION EXTRACTION:
HISTORY AND STATE OF THE ART
Mark T. Maybury
13
SECTION 1
IMAGE EXTRACTION
41
45
3 VISUAL FEATURE LOCALIZATION FOR DETECTING
UNIQUE OBJECTS IN IMAGES
Madirakshi Das, Alexander C. Loui, and Andrew C. Blose
4 ENTROPY-BASED ANALYSIS OF VISUAL
AND GEOLOCATION CONCEPTS IN IMAGES
Keiji Yanai, Hidetoshi Kawakubo, and Kobus Barnard
63
5 THE MEANING OF 3D SHAPE AND SOME TECHNIQUES
TO EXTRACT IT
Sven Havemann, Torsten Ullrich, and Dieter W. Fellner
81
v

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