Thesis Details

Lokalizace obličeje pomocí neuronové sítě

Master's Thesis Student: Hendrych Pavel Academic Year: 2007/2008 Supervisor: Švub Miroslav, Ing.
English title
Neural Network Based Face Localization
Language
Czech
Abstract

This thesis issues with possible methods for face detection and localization according to the state of the art. It describes various approaches and it is aimed at localization by neural networks and at necessary operations that have to be done before localization and after that for correct results representation. This project contains implementation of few approaches to neural netwok based face localization with emphasis on eigenfaces based face localization as well as implementation of simple classifier using distance of reconstructed face to the original one. Detailed description of implemented system, achieved results and dependecy of system performance on it's inner settings is also provided.

Keywords

Machine Vision, face localization, neural network, PCA, principal component analysis, face database, eigenface, distance based classification, FANN

Department
Degree Programme
Information Technology, Field of Study Intelligent Systems
Files
Status
defended, grade B
Date
17 June 2008
Reviewer
Committee
Češka Milan, prof. RNDr., CSc. (DITS FIT BUT), předseda
Bartík Vladimír, Ing., Ph.D. (DIFS FIT BUT), člen
Hanáček Petr, doc. Dr. Ing. (DITS FIT BUT), člen
Peringer Petr, Dr. Ing. (DITS FIT BUT), člen
Racek Stanislav, doc. Ing., CSc. (WBU in Pilsen), člen
Zbořil František, doc. Ing., Ph.D. (DITS FIT BUT), člen
Citation
HENDRYCH, Pavel. Lokalizace obličeje pomocí neuronové sítě. Brno, 2008. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2008-06-17. Supervised by Švub Miroslav. Available from: https://www.fit.vut.cz/study/thesis/6975/
BibTeX
@mastersthesis{FITMT6975,
    author = "Pavel Hendrych",
    type = "Master's thesis",
    title = "Lokalizace obli\v{c}eje pomoc\'{i} neuronov\'{e} s\'{i}t\v{e}",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2008,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/6975/"
}
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