Detekce význačných částí obličeje

Abstract

This thesis deals with the implementation of the algorithm Local Binary Features at Python. Main topic of this thesis is face landmarks detection, testing and alignment with implementation in MatLab. The work is divided into several blocks. From the second to the sixth chapter I am describing the algorithms and their possible implementations in detail. The seventh chapter deals with the implementation itself and the eighth chapter contains experiments, thus a practical test and evaluation of the application. The main focus of this thesis was a comparison of two implementations of Local Binary Features algorithm - in MatLab and Python. Results show, that the implementation in Python, attached to this thesis, is not suitable for real-life application, because it is very time-demanding. However, considering its ability to detect face landmarks, it is the same quality MatLab implementation.