JPEG2000 Standard for Image Compression Concepts, Algorithms and VLSI Architectures

295 Pages·2004·15.18 MB·English

by  Tinku Acharya

JPEG2000 Standard
for Image Compression
Concepts, Algorithms and VLSI Architectures
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JPEG2000 Standard
for Image Compression
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JPEG2000 Standard
for Image Compression
Concepts, Algorithms and VLSI Architectures
Tinku Acharya
Avisere, Inc.
Tucson, Arizona
&
Department of Engineering
Arizona State University
Tempe, Arizona
Ping-Sing Tsai
Department of Computer Science
The University of Texas-Pan American
Edin burg, Texas
WI LEY-
INTERSCIENCE
A JOHN WILEY & SONS, INC., PUBLICATION
Copyright 0 2005 by John Wiley & Sons, Inc. All rights reserved.
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Library of’ Congress Cataloging-in-Publieution Data:
Acharya, Tinku.
JPEG2000 standard for image compression : concepts, algorithms and VLSl
architecturcs / Tinku Acharya, Ping-Sing Tsai.
p. cm.
“A Wiley-Interscience publication.”
Includes bibliographical references and index.
ISBN 0-471-48422-9 (cloth)
I. JPEG (Image coding standard) 2. Image compression. I. Tsai. Ping-Sing, 1962- 11.
Title.
TK6680.5.A25 2004
006.6-dc22 2004042256
Printed in the United States of America
I 0 9 8 7 6 5 4 3 2 3
To my mother Mrs. Mrittika Acharya,
my wife Lisa, my daughter Arita,
and my son Arani
- Tinku Acharya
To my family Meiling, Amy, and Tiffany
- Ping-Sing Tsai
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Contents
Preface xiii
1 Introduction to Data Compression 1
1.1 Introduction 1
1.2 Why Compression? 2
1.2.1 Advantages of Data Compression 3
1.2.2 Disadvantages of Data Compression 4
1.3 Information Theory Concepts 5
1.3.1 Discrete Memoryless Model and Entropy 5
1.3.2 Noiseless Source Coding Theorem 6
1.3.3 Unique Decipherability 8
1.4 Classification of Compression algorithms 9
1.5 A Data Compression Model 11
1.6 Compression Performance 12
1.6.1 Compression Ratio and Bits per Sample 13
1.6.2 Quality Metrics 13
1.6.3 Coding Delay 15
1.6.4 Coding Complexity 15
1.7 Overview of Image Compression 15
1.8 Multimedia Data Compression Standards 17
Vii