Methods for Image Processing

Course Notes: Methods for Image Processing

Introduction

• Fundamental concepts in digital image processing
• Applications in computer vision and computational photography

Key Topics

1. Image acquisition and representation
2. Spatial domain processing
3. Frequency domain analysis
4. Image enhancement techniques
5. Feature detection and extraction

Practical Applications

• Edge detection algorithms
• Image segmentation methods
• Noise reduction techniques
• Morphological processing