Thesis Details

Detekce hledaných osob ve videu

Bachelor's Thesis Student: Bažout David Academic Year: 2018/2019 Supervisor: Beran Vítězslav, doc. Ing., Ph.D.
English title
Detection of Wanted People in Video
Language
Czech
Abstract

The aim of this work is to create a software tool for searching of wanted people in video recordings from surveillance cameras. Wanted people are identified to the system using multiple facial photos. The output consists of information on the occurrence of wanted persons in specific frames. The problem consists of face detection and its subsequent identification task. Experiments with existing approaches on appropriate datasets provide relevant comparisons of method performance under different conditions. Appropriate methods and their optimal settings for this particular task are chosen according to the results of the experiments. The thesis also deals with the design of suitable architecture, research of existing libraries implementing the tested methods and other ways of optimizing the calculation. The result is the implementation of a user application that meets the specified parameters. The application's functionality has been tested on the own dataset simulating real-world conditions.

Keywords

Face detection, Face recognition, Tracking algorithm, ChokePoint, Head Pose Image Dataset, OpenCV, Dlib, Haar, LBP, CNN, HOG

Department
Degree Programme
Information Technology
Files
Status
defended, grade B
Date
12 June 2019
Reviewer
Committee
Herout Adam, prof. Ing., Ph.D. (DCGM FIT BUT), předseda
Beran Vítězslav, doc. Ing., Ph.D. (DCGM FIT BUT), člen
Burget Radek, doc. Ing., Ph.D. (DIFS FIT BUT), člen
Fučík Otto, doc. Dr. Ing. (DCSY FIT BUT), člen
Lengál Ondřej, Ing., Ph.D. (DITS FIT BUT), člen
Citation
BAŽOUT, David. Detekce hledaných osob ve videu. Brno, 2019. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2019-06-12. Supervised by Beran Vítězslav. Available from: https://www.fit.vut.cz/study/thesis/22160/
BibTeX
@bachelorsthesis{FITBT22160,
    author = "David Ba\v{z}out",
    type = "Bachelor's thesis",
    title = "Detekce hledan\'{y}ch osob ve videu",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2019,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/22160/"
}
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