This repository contains notebooks and source code for laboratories of two courses: Machine Learning and Machine Vision and Digital Signals and Images on Wrocław University of Science and Technology.
The course covers low-level image processing methods and some photography related problems (for example rolling shutter). Notebooks marked as entrypoint for each class should all contain links to resources useful for given class.
| Subject | Path | Note |
|---|---|---|
| Rolling Shutter | classes/aliasing |
Auxiliary class |
| Function Interpolation | classes/interpolation |
|
| Image Interpolation | classes/interpolation |
|
| Demosaicking | classes/demosaicking |
|
| Poisson Noise | classes/poisson |
|
| Compression | classes/compression |
| Subject | Path | Note |
|---|---|---|
| Aliasing | classes/aliasing |
|
| Interpolation | classes/interpolation |
1D and 2D |
| Processing | classes/demosaicking |
|
| Convolution | classes/convolution |
|
| Compression | classes/compression |