PREFACE
CHAPTER 1 Introduction
1.1 hnages and Pictures
1.2 What is Image Processing?
1.3 Image Acquisition and Samplin~
1.4 Images and Digital Images
1.5 Some Applications
1.6 Aspects of Image Processing
1.7 An hnage-Processing Task
1.8 Types of Digital Images
1.9 Image File Sizes
1.10 Image Perception
Exercises
CHAPTER 2 Images and MATLAB
2.1 Grayscale Images
2.2 RGB Images
2.3 Indexed Color Images
2.4 Data Types and Conversions
2.5 Image Files and Formats
2.6 Files in MATLAB
Exercises
CHAPTER 3 Image Display
3.1 Introduction
3.2 Basics of Image Display
3.3 The imshow Function
3.4 Bit Planes
3.5 Spatial Resolution
3.6 Quantization mad Dithering
Exercises
CHAPTER 4 Point Processing
4.1 Introduction
4.2 Arithmetic Operations
4.3 Histograms
4.4 Lookup Tables
Exerciser
CHAPTER 5 Neighborhood Processing
5.1 Introduction
5.2 Notation
5.3 Filtering in MATLAB
5.4 Frequencies : Low-and High Pass Filters
5.5 Gaussian Filters
5.6 Edge Sharpening
5.7 Nonlinear Filters
Exercises
CHAPTER 6 Image Geometry
6.1 Interpolation of Data
6.2 hnage Interpolation
6.3 General Interpolation
6.4 Enlargement by Spatial Filtering
6.5 Scaling Smaller
6.6 Rotation
Exercises
CHAPTER 7 The Fourier Transform
7.1 Introduction
7.2 The Two-Dimensional DFF
7.3 Fourier Transforms in MATLAB
7.4 Fourier Transforms of Images
7.5 Filtering in the Frequency Domain
7.6 Homomorphic Filtering
Exercises
CHAPTER 8 Image Restoration
8.1 Introduction
8.2 Noise
8.3 Cleaning Salt and Pepper Noise
8.4 Cleaning Gaussian Noise
8.5 Removal of Periodic Noise
8.6 Inverse Filtering
8.7 Wiener Filtering
Exercises
CHAPTER 9 Image Segmentation
9.1 Introduction
9.2 Thresholding
9.3 Applications of Thresholding
9.4 Choosing an Appropriate Threshold Value
9.5 Adaptive Thresholding
9.6 Edge Detection
9.7 Derivatives and Edges
9.8 Second Derivatives
9.9 The Canny Edge Detector
……
CHAPTER 10 Mathematical Morphology
CHAPTER 11 Image Topology
CHAPTER 12 Shapes and Boundaries
CHAPTER 13 Color Procassing
CHAPTER 14 Image Coding and Compressdion
BIBLIOGRAPHY
TERMIOLOGIES USED IN THE BOOK
鄂公网安备 42010302001612号 