Here, I put links to notes on theories that I wrote.
You can use them free for education and research purpose.
It'd be great if you acknowledged me with small description when you use these materials.
Linear Algebra
- What is Eigen Vector
- Comparison of Singular and Non-singular
Camera Calibration
- Basic theory on Camera Calibration
- Equations deriving Lens Distortion
- Brief idea of Bundle Adjustment
- Detail of implementation: Bouguet's MatLab Camera Calibration Toolbox for single camera
- Detail of implementation: Bouguet's MatLab Camera Calibration Toolbox for stereo camera
Image restoration
- Derivation of Richardson-Lucy Algorithm
- Derivation of Richardson-Lucy Algorithm for Gaussian noise
- Theory and practical examples of Split Bregman Iteration