Table of Contents

  1. Concepts in Image Processing
  2. Installing Python 3 on Windows
  3. Introduction to Raspberry Pi
  4. Python 3 Basics
  5. Introduction to the Scientific Python Ecosystem
  6. Introduction to NumPy and Matplotlib
  7. Visualization with Matplotlib
  8. Basic Image Processing with NumPy and Matplotlib
  9. Advanced Image Processing with NumPy and Matplotlib
  10. Getting Started with Scikit-Image
  11. Thresholding, Histogram Equalization, and Transformations
  12. Kernels, Convolution, and Filters
  13. Morphological Operations and Image Restoration
  14. Noise Removal and Edge Detection
  15. Advanced Image Processing Operations
  16. Wrapping Up