The lecture introduces students to the fundamentals of digital image processing. The effect of different methods and procedures is demonstrated with examples from several fields of application (e.g. medicine, robotics, driver assistance systems).
Some of the topics that are covered:
- What are digital images?
- Histograms - Point operators (contrast equalization, thresholding, histogram equalization)
- Filters (Box filter, Gaussian filter, low pass and high pass filters, median filter, edge filter)
- Hough transform
- Morphological operators
- Geometrical image operations
- Viola-Jones framework
The lectures will be given in German.
- Kursleiter/in: Wilhelm Sebastian Houben