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Contents

1. Introduction
1.1 Introduction
2. Image Representation
2.1 Introduction 2.2 Monochrome Image Representation 2.3 Color Image Representation 2.4 A Data Structure for Color Images 2.5 Reading, Writing, Displaying, and Annotating Images
3. Image Modification by Point Operations
3.1 Introduction 3.2 Luminance Quantization 3.3 Image Histogram 3.4 Contrast Modification and Equalization 3.5 Color Space Conversion 3.6 Example: Color Image Enhancement
4. Image Modification by Geometric Operations
4.1 Introduction 4.2 Interpolation and Decimation 4.3 Rotation and Warping 4.4 Matrix Manipulation
5. Image Modification by Area Operations
5.1 Introduction 5.2 Basics of LSI Systems: Convolution and Correlation 5.3 Linear Filtering 5.4 Block Processing 5.5 Nonlinear Filtering 5.6 Region-of-Interest Processing 5.7 Plotting Sampled Signals
6. Morphology
6.1 Introduction 6.2 Set Description of Binary Images 6.3 Binary Morphological Operators 6.4 Grayscale Morphological Operators 6.5 Selected Morphological Algorithms
7. Image Segmentation
7.1 Introduction 7.2 Segmentation by Thresholding 7.3 Edge Detection 7.4 Amplitude Features 7.5 Segmentation by Clustering 7.6 Example: Color Image Segmentation
8. Image Transforms
8.1 Introduction 8.2 Discrete Fourier Transform 8.3 Power Spectrum 8.4 Discrete Cosine Transform 8.5 Discrete Hadamard Transform 8.6 Discrete Wavelet Transform 8.7 Image Restoration 8.8 Example: Block Transform Coding
9. Filter Design
9.1 Introduction 9.2 Basics of LSI Systems: Linear-Phase FIR Filters 9.3 One-Dimensional FIR Filter Design Methods 9.4 Two-Dimensional FIR Filter Design Methods 9.5 Example: Nyquist Filter Design
10. Bibliography
10.1 Bibliography


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