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Intelligent Copyright Protection for Images
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Intelligent Copyright Protection for Images

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Product Details:

Format: Hardback
Publisher: Taylor & Francis Ltd
Language: English
Dimensions: 22.00 X 0.79 X 14.00
Publisher Code: 9780367198176
Date Added: 2018-08-05
Search Category: International
Jurisdiction: International

Overview:

This book describes the need of copyright protection for multimedia objects and develops an invisible image watermarking scheme to serve the purpose of copyright protection. Here intelligent systems are introduced to generate a better visual transparency with increased payload.
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Table Of Contents:

Contents

Preface, xi

Acknowledgments, xv

About the Authors, xvii

Chapter 1 Introduction 1

1.1 INFORMATION HIDING AND COPYRIGHT

PROTECTION 1

1.1.1 Overview 1

1.1.2 Hiding Techniques 2

1.1.2.1 The Ancient Age 3

1.1.2.2 The Modern Age 6

1.2 DIGITAL WATERMARKING AS A COPYRIGHT

PROTECTION TOOL 11

1.2.1 Overview 11

1.2.2 Basic Operations 13

1.2.3 Classification 16

1.2.4 Properties for a Good Digital

Watermarking Scheme 19

1.2.5 Application 21

1.2.6 Attacks 24

Chapter 2 Perspectives on Digital Image

Watermarking 27

2.1 INTRODUCTION TO DIGITAL IMAGE 27

2.2 VARIOUS TECHNIQUES OF DIGITAL IMAGE

WATERMARKING 32

2.2.1 Spatial Domain Practices 32

2.2.2 Frequency Domain Practices 35

2.3 SOME EXISTING FRAMEWORKS FOR

DIGITAL IMAGE WATERMARKING 44

Chapter 3 Intelligent Systems Used in Copyright

Protection 59

3.1 VISUAL SALIENCY AND ITS PURPOSE IN

DIGITAL WATERMARKING 61

3.1.1 Saliency and Salient Object 61

3.1.2 The Purpose of Saliency in Digital

Watermarking 61

3.1.3 Saliency Detection and a Saliency Map 62

3.1.4 Various Saliency Map Algorithms for

Images 64

3.2 INTELLIGENT IMAGE CLUSTERING: THE

K-MEANS ALGORITHM 67

3.2.1 Data Clustering 67

3.2.2 Need for Data Clustering in Digital Image

Watermarking 70

3.2.3 K-means Algorithm for Data Clustering 71

Chapter 4 Copyright Protection Framework 75

4.1 WATERMARK EMBEDDING SYSTEM 75

Step 1: Evaluating the Saliency Map from the

Cover Image 77

Step 2: Constructing the Hiding Capacity Map

from the Saliency Map 80

Step 3: Constituting the Watermarked Image

through Adaptive LSB Replacement 83

4.2 WATERMARK EXTRACTING SYSTEM 86

Chapter 5 Hardware Implementation 91

5.1 OVERVIEW OF HARDWARE REALIZATION

FOR DIGITAL WATERMARKING 92

5.2 HARDWARE ARCHITECTURE FOR THE

PROPOSED IMAGE WATERMARKING SCHEME 96

5.2.1 Watermark Embedding System 96

5.2.2 Watermark Extracting System 100

Chapter 6 System Evaluation 105

6.1 EMBEDDING SYSTEM OUTCOMES 105

6.2 ESTIMATION OF DATA HIDING CAPACITY 108

6.3 ANALYSIS OF IMPERCEPTIBILITY OR DATA

TRANSPARENCY 109

6.3.1 Description of Image Quality Metrics,

Involved in Imperceptibility Analysis 109

6.3.2 Evaluation of Imperceptibility for the

Proposed Watermarking Scheme 115

6.4 OUTPUTS OF THE WATERMARK

EXTRACTING SYSTEM AND ITS EFFICACY IN

TERMS OF ROBUSTNESS 122

6.5 COMPARATIVE STUDY ON THE

PROFICIENCY OF THE PROPOSED

WATERMARKING SYSTEM 125

6.6 AN EVALUATION OF HARDWARE SYSTEMS

FOR THE PROPOSED WATERMARKING LOGIC 126

Chapter 7 Conclusion 131

REFERENCES 135

INDEX 151

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