Data Management and Internet... | Buy

Focuses on the data management issues and Internet computing aspect of image processing and pattern recognition research. Presents an overview of the state of the art, providing studies that emphasize how image and pattern data are distributed and exchanged.

Preface

xi

Acknowledgements

xiv

Overview

1

(14)

PRIP and IAP

1

(1)

IAP Dada Management in PRIP Computations

2

(2)

Internet Computing for PRIP

4

(1)

PRIP Applications

5

(1)

Book Perspective

6

(9)

References

10

(5)

Part I SOFTWARE MANAGEMENT: MODELS & ALGORITHMS

Issues of Data Management

15

(18)

IAP Input Data Format

15

(4)

Local Data Movement

19

(4)

Regional Data Movement

23

(1)

Global Data Movement

23

(3)

Regular and Irregular Data Movement

26

(1)

IAP Data Movement on Parallel Machines

27

(2)

Conclusion

29

(4)

References

30

(3)

Typical PRIP Algorithms and IAP Data Management

33

(30)

Introduction

33

(1)

Linear Spatial Filtering

34

(4)

Morphological Filtering

38

(3)

Hough Transform

41

(14)

Labeling

55

(4)

Conclusion

59

(4)

References

60

(3)

Neural Evolution Model for Gray Level Image Restoration

63

(14)

Introduction

63

(1)

MES Image Restoration Model

64

(1)

Improvements of ES Operators

65

(2)

Neural Evolution Algorithm (NEA)

67

(2)

Simulations and Comparisons

69

(5)

Conclusion

74

(3)

References

75

(2)

Partial Fractal Model for Hybird Image Coding

77

(20)

Introduction

77

(2)

Basic Fractal Mapping

79

(2)

Partial Fractal Mapping

81

(4)

A General Framework for Hybrid Fractal-based Image Coding Systems

85

(1)

A Hybrid Image Coding System

86

(5)

Simulations and Conclusions

91

(6)

References

94

(3)

Best Neighborhood Madle for Block-Based Image Coding

97

(18)

Introduction

97

(1)

Model Definition

98

(2)

Algorithm Implementation

100

(3)

ES-BNM Algorithm

103

(2)

Simulations and Comparisons

105

(6)

Conclusion and Discussion

111

(4)

References

111

(4)

Impulse Noise Removal Algorithms for IAP

115

(18)

Introduction

115

(1)

Noise Model and Impulse Detector

116

(3)

Polynomial Approximation (PA) Filter

119

(2)

Adaptive Order PA (AOPA) Filter

121

(4)

Simulations and Comparisons

125

(6)

Conclusion

131

(2)

References

131

(2)

Part II HARDWARE MANAGEMENT: ARCHITECTURES & RESOURCE SHARING

Internet Resource Sharing

133

(18)

Introduction

133

(1)

Software Resources

134

(2)

Hardware Resources

136

(8)

Image and Multimedia Databases on the Internet

144

(2)

Conclusion

146

(5)

References

147

(4)

Parallel Processing for Image Restoration

151

(16)

Introduction

151

(1)

JBNM Algorithm

152

(6)

Parallel Computation

158

(3)

Experimental Results and Analysis

161

(3)

Conclusion

164

(3)

References

164

(3)

Image Storage Management on Parallel Computers

167

(28)

Introduction

167

(2)

Linear Parallel Memory Systems

169

(6)

XOR Storage Schemes

175

(13)

Conclusion and Discussion

188

(7)

References

191

(4)

Data Management for Sequential Computer Systems

195

(26)

Introduction

195

(3)

Reuse Ratio Analysis

198

(6)

Performance Improvement from Cache Optimization

204

(4)

XOR Cache Mapping

208

(8)

Conclusion

216

(5)

References

218

(3)

Permutation Routing for Interconnection Network

221

(44)

Introduction

221

(1)

Two-stage Routing for BPC Permutations

222

(13)

Routing LC Permutations on MIMD Hypercubes

235

(13)

Setting up N Independent Paths for LC-Permutations

248

(10)

Conclusion

258

(7)

References

260

(5)

Part III TYPICAL EXAMPLES: APPLICATIONS & IMPLEMENTATIONS

Compression Coding for IAP Data

265

(32)

Introduction

265

(4)

Quadtree Compression and an Improved Reconstruction Phase

269

(12)

Wavelet Compression and Vector Quantization

281

(8)

The Performance of ModLVQ Algorithm

289

(3)

Conclusion

292

(5)

References

293

(4)

Reduction of Blocking Effects and Removal of Impulse Noise

297

(20)

Introduction

297

(1)

Blocking Effect Reduction Algorithm

298

(2)

Experimental Results

300

(3)

Progressive Switching Median Filter for the Removal of Impulse Noise

303

(6)

Impulse Noise Detection and Removal Using Fuzzy Techniques

309

(4)

Conclusion

313

(4)

References

314

(3)

Image Restoration from Internet Transmission Corruption

317

(14)

Introduction

317

(3)

Restoration Algorithm

320

(1)

Experimental Results

321

(3)

Performance Analysis

324

(3)

Conclusion

327

(4)

References

327

(4)

Encryption Coding for IAP Data

331

(30)

Introduction

331

(3)

Secret-key Encryption Algorithms

334

(3)

Public-key Encryption Algorithms

337

(1)

Image and Video Encryption Coding

338

(6)

Partial Encryption of Quadtree Compressed Images

344

(7)

Partial Encryption of Wavelet Compressed Images

351

(3)

Partial Encryption of Videos

354

(2)

Conclusion

356

(5)

References

357

(4)

Index

361

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