Links of EE5806 Topics of Image Processing

Useful Links

Topics of Image Processing

~ The best way to learn is to learn from the best.

Python 3

Installation of Anaconna Python Environment
Juypter Lab - Easy to use environment that combines Python, Graphics and Text.
- Jupyter Lab Tutorial - Fully Interactive!
- Juypter Notebook Examples
PyCharm IDE
Python Programming Tutorials (Socratica Youtube)

OpenCV
Image Processing in OpenCV
OpenCV introduction given by Alexander Rybnikov
- PPT
- Github
OpenCV 3.4 with Python 3 Tutorial
Sendex's OpenCV with Python Tutorial
Jupyter Notebooks on OpenCV based Imagge Processing Tutorial

Scikit-Image (SK-Image)
Scikit-Image - Image Processing framework for Python (Examples)
Introduction to image processing using scikit-image in Python (Youtube)
Image Analysis in Python with SciPy and Scikit Image | Scipy 2019 Tutorial | Nunez-Iglesias (Youtube)
Scipy Lecture Notes - One document to learn numerics, science, and data with Python
- Scikit-Image Lecture Note
Mathematics
Review of Mathematics and Signal Processing
- MIT - Highlight of Calculus by Gilbert Strang
- MIT - Linear Algebra by Gilbert Strang
- MIT - Differential Equations and Linear Algebra by Gilbert Strang and Cleve Moler
- MIT - Introduction to Probability by John Tsitsiklis and Patrick Jaillet
- MIT - Signals and Systems by Alan V. Oppenheim
Review of Linear Algebra (MathTheBeautiful)
9 Python Libraries Which Can Help You In Image Processing
Python Image Processing Tutorial