Thesis Details

Určení orientace hlavy na fotografii

Bachelor's Thesis Student: Szentandrási Tamás Academic Year: 2014/2015 Supervisor: Behúň Kamil, Ing.
English title
Head Pose Estimation from Photography
Language
Czech
Abstract

The aim of this work is to propose and implement a head pose estimation system using Random Forests, with photographic input. This work uses a version on Random Forests with using Fisher Linear Discriminant Analysis for node splits. It also uses a number of tools to achieve this goal, the OpenCV library, SQLiteCpp library, and the aflw database. This work created an accurate head pose estimation system reusable for future Computer Vision tasks.

Keywords

Head pose estimation, Fisher Linear Discriminant Analysis, Computer Vision

Department
Degree Programme
Information Technology
Status
defended, grade D
Date
16 June 2015
Reviewer
Committee
Smrž Pavel, doc. RNDr., Ph.D. (DCGM FIT BUT), předseda
Fučík Otto, doc. Dr. Ing. (DCSY FIT BUT), člen
Ryšavý Ondřej, doc. Ing., Ph.D. (DIFS FIT BUT), člen
Smrčka Aleš, Ing., Ph.D. (DITS FIT BUT), člen
Španěl Michal, Ing., Ph.D. (DCGM FIT BUT), člen
Citation
SZENTANDRÁSI, Tamás. Určení orientace hlavy na fotografii. Brno, 2015. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2015-06-16. Supervised by Behúň Kamil. Available from: https://www.fit.vut.cz/study/thesis/17616/
BibTeX
@bachelorsthesis{FITBT17616,
    author = "Tam\'{a}s Szentandr\'{a}si",
    type = "Bachelor's thesis",
    title = "Ur\v{c}en\'{i} orientace hlavy na fotografii",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2015,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/17616/"
}
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