Thesis Details

Metody extrakce charakteristických rysů obličeje

Bachelor's Thesis Student: Adamček Ľubomír Academic Year: 2016/2017 Supervisor: Goldmann Tomáš, Ing.
English title
Face Features Extraction Methods
Language
Czech
Abstract

The face has been one of the most attractive available human biometries for a long time due to it's easy and convenient way to obtain it. Possibilities of it's utilization are broad - from security, through monitoring up to enternainment industry. This work presents the domain of face biometry and analyses 3 extraction methods of facial features - PCA, LBP and HOG. A part of this work is also an efficient implementation of these algorithms including GUI designed to experiment with this implementation and to evaluate its performance on a set of images capturing people in various conditions.

Keywords

biometry, face recognition, extraction methods, features, feature vector, PCA, principal component analysis, LBP, local binary patterns, HOG, histograms of oriented gradients

Department
Degree Programme
Information Technology
Files
Status
defended, grade A
Date
14 June 2017
Reviewer
Committee
Herout Adam, prof. Ing., Ph.D. (DCGM FIT BUT), předseda
Češka Milan, doc. RNDr., Ph.D. (DITS FIT BUT), člen
Martínek Tomáš, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Ryšavý Ondřej, doc. Ing., Ph.D. (DIFS FIT BUT), člen
Španěl Michal, Ing., Ph.D. (DCGM FIT BUT), člen
Citation
ADAMČEK, Ľubomír. Metody extrakce charakteristických rysů obličeje. Brno, 2017. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2017-06-14. Supervised by Goldmann Tomáš. Available from: https://www.fit.vut.cz/study/thesis/18855/
BibTeX
@bachelorsthesis{FITBT18855,
    author = "\'{L}ubom\'{i}r Adam\v{c}ek",
    type = "Bachelor's thesis",
    title = "Metody extrakce charakteristick\'{y}ch rys\r{u} obli\v{c}eje",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2017,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/18855/"
}
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