Biometrická identifikace uživatele na základě rozpoznání a klasifikace obličejových příznaků – laboratorní úloha

Abstract

This bachelor thesis disserts on the theme of Biometrical User Identification on a Base of the Facial Features Recognition and Classification. Thesis includes brief introduction to the biometrics, its methods, usage and extraction of face features. Next part of the bachelor thesis contains research of various existing and new algorithms for face detection and face recognition. Main part of the thesis is to design and implementation of algorithms for facial features detection and recognition. Analysed algorithms were tested on large dataset of facial images. The analysis included robust testing in the context of additive noise applied to image data. Within the thesis a graphical user interface for detecting and classifying the face was made. The work is partly educational, therefore part of the work is a set of test tasks for the analysis of facial features from image data.