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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
¡­¡­
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 COMPRESSION
¡¡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