Contains all my submission for my Applied Physics 157 Course.
Course Duration: 2nd Semester AY 2022-2023
Programming Language Used: MATLAB and Python
Topics covered: Image Processing, Complex Network Tools, and Machine Learning
Table of Contents:
- Digital Image Formation and Enhancement
- Fourier Transform Model of Image Formation
- Properties and Applications of the 2D Fourier Transform
- Feature Extraction from Images using ImageJ
- Feature Extraction in MATLAB Part 1 of 3: Image Segmentation
- Feature Extraction in MATLAB Part 2 of 3: Morphological Operations
- Feature Extraction in MATLAB Part 3 of 3: Feature Extraction from Labeled Blobs
- Machine Learning: Perceptron
- Machine Learning: Neural Networks
- Complexity Science: Cellular Automaton