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Khalid Sayood - Introduction to Data Compression

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Each edition of Introduction to Data Compression has widely been considered the best introduction and reference text on the art and science of data compression, and the fourth edition continues in this tradition. Data compression techniques and technology are ever-evolving with new applications in image, speech, text, audio, and video. The fourth edition includes all the cutting edge updates the reader will need during the work day and in class.
Khalid Sayood provides an extensive introduction to the theory underlying todays compression techniques with detailed instruction for their applications using several examples to explain the concepts. Encompassing the entire field of data compression, Introduction to Data Compression includes lossless and lossy compression, Huffman coding, arithmetic coding, dictionary techniques, context based compression, scalar and vector quantization. Khalid Sayood provides a working knowledge of data compression, giving the reader the tools to develop a complete and concise compression package upon completion of his book.

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Introduction to Data Compression Fourth Edition Khalid Sayood University of - photo 1
Introduction to Data Compression

Fourth Edition

Khalid Sayood

University of Nebraska

Table of Contents Editor Board The Morgan Kaufmann Series in Multimedia - photo 2

Table of Contents
Editor Board

The Morgan Kaufmann Series in Multimedia Information and Systems

Series Editor, Edward A. Fox, Virginia Polytechnic University

Introduction to Data Compression, Third Edition

Khalid Sayood

Understanding Digital Libraries, Second Edition

Michael Lesk

Bioinformatics: Managing Scientific Data

Zoe Lacroix and Terence Critchlow

How to Build a Digital Library

Ian H. Witten and David Bainbridge

Digital Watermarking

Ingemar J. Cox, Matthew L. Miller, and Jeffrey A. Bloom

Readings in Multimedia Computing and Networking

Edited by Kevin Jeffay and HongJiang Zhang

Introduction to Data Compression, Second Edition

Khalid Sayood

Multimedia Servers: Applications, Environments, and Design

Dinkar Sitaram and Asit Dan

Managing Gigabytes: Compressing and Indexing Documents and Images, Second Edition

Ian H. Witten, Alistair Moffat, and Timothy C. Bell

Digital Compression for Multimedia: Principles and Standards

Jerry D. Gibson, Toby Berger, Tom Lookabaugh, Dave Lindbergh, and Richard L. Baker

Readings in Information Retrieval

Edited by Karen Sparck Jones and Peter Willett

Copyright

Acquiring Editor: Andrea Dierna

Development Editor: Meagan White

Project Manager: Danielle S. Miller

Designer: Eric DeCicco

Morgan Kaufmann is an imprint of Elsevier

225 Wyman Street, Waltham, MA 02451, USA

2012 Elsevier, Inc. All rights reserved.

No part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopying, recording, or any information storage and retrieval system, without permission in writing from the publisher. Details on how to seek permission, further information about the Publishers permissions policies and our arrangements with organizations such as the Copyright Clearance Center and the Copyright Licensing Agency, can be found at our website: www.elsevier.com/permissions.

This book and the individual contributions contained in it are protected under copyright by the Publisher (other than as may be noted herein).

Notices

Knowledge and best practice in this field are constantly changing. As new research and experience broaden our understanding, changes in research methods or professional practices, may become necessary. Practitioners and researchers must always rely on their own experience and knowledge in evaluating and using any information or methods described herein. In using such information or methods they should be mindful of their own safety and the safety of others, including parties for whom they have a professional responsibility.

To the fullest extent of the law, neither the Publisher nor the authors, contributors, or editors, assume any liability for any injury and/or damage to persons or property as a matter of products liability, negligence or otherwise, or from any use or operation of any methods, products, instructions, or ideas contained in the material herein.

Library of Congress Cataloging-in-Publication Data

Sayood, Khalid.

Introduction to data compression / Khalid Sayood. 4th ed.

p. cm.

ISBN 978-0-12-415796-5

1. Data compression (Telecommunication) 2. Coding theory. I. Title.

TK5102.92.S39 2012

005.746dc23

2012023803

British Library Cataloguing-in-Publication Data

A catalogue record for this book is available from the British Library.

ISBN: 978-0-12-415796-5

Printed in the United States of America

12 13 14 1510 9 8 7 6 5 4 3 2 1

Dedication To Fsun Preface Data compression has been an enabling - photo 3

Dedication

To Fsun

Preface

Data compression has been an enabling technology for the information revolution, and as this revolution has changed our lives, data compression has become more and more a ubiquitous, if often invisible, presence. From mp3 players, to smartphones, to digital television and movies, data compression is an integral part of almost all information technology. This incorporation of compression into more and more of our lives also points to a certain degree of maturation and stability of the technology. This maturity is reflected in the fact that there are fewer differences between each edition of this book. In the second edition we had added new techniques that had been developed since the first edition of this book came out. In the third edition we added a chapter on audio compression, a topic that had not been adequately covered in the second edition. In this edition we have tried to do the same with wavelet based compression, in particular with the increasingly popular JPEG 2000 standard. There are now two chapters dealing with wavelet based compression, one devoted exclusively to wavelet-based image compression algorithms. We have also filled in details that were left out from previous editions, such as a description of canonical Huffman codes and more information on binary arithmetic coding. We have also added descriptions of techniques that have been motivated by the internet, such as the speech coding algorithms used for internet applications.

All this has yet again enlarged the book. However, the intent remains the same: to provide an introduction to the art or science of data compression. There is a tutorial description of most of the popular compression techniques followed by a description of how these techniques are used for image, speech, text, audio, and video compression. One hopes the size of the book will not be intimidating. Once you open the book and begin reading a particular section we hope you will find the content easily accessible. If some material is not clear write to me at with specific questions and I will try and help (homework problems and projects are completely your responsibility).

1 Audience

If you are designing hardware or software implementations of compression algorithms, or need to interact with individuals engaged in such design, or are involved in development of multimedia applications and have some background in either electrical or computer engineering, or computer science, this book should be useful to you. We have included a large number of examples to aid in self-study. We have also included discussion of various multimedia standards. The intent here is not to provide all the details that may be required to implement a standard but to provide information that will help you follow and understand the standards documents. The final authority is always the standards document.

2 Course Use

The impetus for writing this book came from the need for a self-contained book that could be used at the senior/graduate level for a course in data compression in either electrical engineering, computer engineering, or computer science departments. There are problems and project ideas after most of the chapters. A solutions manual is available from the publisher. Also at

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