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Detection of facial expression

By Roman Kozák

Abstract

This master‘s thesis deals with the design and implementation of computer application for facial expression recognition. The first section describes the image processing, especially algorithms used in other parts of this thesis. The next section describes methods used for face detection, particularly the Viola-Jones detector. This is followed by a brief description of the basic facial expressions recognized by the application. The last two sections are dedicated to the design and implementation of the facial expression recognition algorithms and to the evaluation of the results

Topics: počítačové vidění; zpracování obrazu; face detection; strojové učení; mimika obličeje; C++; machine learning; OpenCV; computer vision; facial expressions; detekce obličeje; image processing
Publisher: Vysoké učení technické v Brně. Fakulta strojního inženýrství
Year: 2015
OAI identifier: oai:invenio.nusl.cz:232099
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