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
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/" }