#####Abstract: This thesis contains a theoretical overview and a practical comparison of the main methods of detection and description of point features in a digitalised image measured by ammount of used features, execution times and homography matrix estimation quality.

Code/ contains comparison code in C++ and Python

Text/ contains the TeX document in Czech.