数字图像处理

Part One

1 IMAGES AND DIGITAL PROCESSING

1.1 Introduction

1.2 The Elements o...

Part One

1 IMAGES AND DIGITAL PROCESSING

1.1 Introduction

1.2 The Elements of Digital Image Processing

1.3 Philosophical Considerations

1.4 Digital Image Processing in Practice

Problems

References

2 DIGITIZING IMAGES

2.1 Introduction

2.2 Characteristics of an Image Digitizer

2.3 Types of Image Digitizers

2.4 Image-Digitizing Components

2.5 Electronic Image Tube Cameras

2.6 Solid-State Cameras

2.7 Film Scanning

2.8 Summary of Important Points

Problems

Projects

References

3 DIGITAL IMAGE DISPLAY

3.1 Introduction

3.2 Display Characteristics

3.3 Volatile Displays

3.4 Permanent Displays

3.5 Summary of Important Points

Problems

Projects

References

4 IMAGE-PROCESSING SOFTWARE

4.1 Introduction

4.2 Image-Processing Systems

4.3 The User Interface

4.4 The Software Development Process

4.5 Summary of Important Points

Problems

Projects

References

5 THE GRAY-LEVEL HISTOGRAM

5.1 Introduction

5.2 Uses of the Histogram

5.3 Relationship Between Histogram and Image

5.4 Summary of Important Points

Problems

Projects

References

6 POINT OPERATIONS

6.1 Introduction

6.2 Point Operations and the Histogram

6.3 Applications of Point Operations

6.4 Summary of Important Points

Problems

Projects

7 ALGEBRAIC OPERATIONS

7.1 Introduction

7.2 Algebraic Operations and the Histogram

8 GEOMETRIC OPERATIONS

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Part Two

9 LINEAR SYSTEM THEORY

10 THE FOURIER TRANSFORM

11 FILTER DESIGN

12 PROCESSING SAMPLED DATA

13 DISCRETE IMAGE TRANSFORMS

14 WAVELET TRANSFORMS

15 OPTICS AND SYSTEM ANALYSIS

Part Three

16 IMAGE RESTORATION

17 IMAGE PRESSION

18 PATTERN RECOGNITION: IMAGE SEGMENTATION

19 PATTERN RECOGNITION: OBJECT MEASUREMENT

20 PATTERN RECOGNITION: CLASSIFICATION AND ESTIMATION

21 COLOR AND MULTISPECTRAL IMAGE PROCESSING

22 THREE-DIMENSIONAL IMAGE PROCESSING

A1 GLOSSARY OF IMAGE PROCESSING TERMS

A2 BIBLIOGRAPHY

A3 MATHEMATICAL BACKGROUND

INDEX