This repository contains a Jupyter Notebook that explains and demonstrates basic image filtering and edge detection techniques using Python and NumPy.
- Explanation and examples of the mean filter
- Explanation and examples of the median filter
- Gaussian filter basics and smoothing
- Simple edge detection with horizontal, vertical, and diagonal filters
- Combined visual outputs and comparisons
Filtering & Smoothing
Edge Detection:
- Scaler: Smoothing in Image Processing
- Cornell CS1114: Convolution Notes
- SciPy Lectures: Advanced Image Processing
- GeeksforGeeks: Edge Detection Algorithms
If you have any comments or suggestions, feel free to reach out:
- GitHub: Qasim-11
- LinkedIn: Qasim Mahfood
Thanks for checking it out!