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Určení azimutu natočení hlavy v záznamu bezpečnostní kamerou / Determining Head Rotation in Video from Security Camera

This thesis attempts to create an application to determine head rotation angle in video recorded from a security camera. The application consists of three parts: face detection, facial landmarks detection and determination of person's head rotation. The face detection has been implemented using Viola-Jones and HOG algorithms. Facial landmarks detection has been done using algorithm based on active shape model. Two methods to calculate the head rotation angles have been used: the first method works with anthropometric head features. The second method uses Perspective-n-Point algorithm to find the right rotation angles. Finally, all algorithms implemented have been tested and the proper parameters have been determined.

Identiferoai:union.ndltd.org:nusl.cz/oai:invenio.nusl.cz:363736
Date January 2017
CreatorsBlucha, Ondřej
ContributorsDrahanský, Martin, Goldmann, Tomáš
PublisherVysoké učení technické v Brně. Fakulta informačních technologií
Source SetsCzech ETDs
LanguageCzech
Detected LanguageEnglish
Typeinfo:eu-repo/semantics/masterThesis
Rightsinfo:eu-repo/semantics/restrictedAccess

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