Thesis Details

Vizuální sledování objektu v reálném čase

Master's Thesis Student: Šimon Martin Academic Year: 2014/2015 Supervisor: Rozman Jaroslav, Ing., Ph.D.
English title
Real-Time Object Tracking in Video
Language
Czech
Abstract

This thesis focuses on real-time visual object tracking with emphasis on problems caused by a long-term tracking task. Among theses problems belong primarily an occlusion problem, both the partial and the full one, and appearance changes of the object during the tracking. The work is also concerned with tracking objects of a very limited size and unsteady camera movements. These two particular problems are relatively common when tracking distant objects. A part of this work is also a summary of related work and a proposal of a system with high qualitative stability and robustness to problems mentioned. The proposed system was implemented and the evaluation demonstrated that it is capable of solving these problems partially.

Keywords

Object Tracking, Real-Time Tracking, Limited Object Size, Unsteady Camera Movement, Partial Occlusion, Full Occlusion, Multiple Bidirectional Tracking, Long-Term Tracking

Department
Department of Intelligent Systems FIT BUT
Degree Programme
Information Technology, Field of Study Computer Graphics and Multimedia
Files
Status
defended, grade A
Date
25 June 2015
Reviewer
Beran Vítězslav, doc. Ing., Ph.D.
Committee
Smrž Pavel, doc. RNDr., Ph.D. (DCGM FIT BUT), předseda
Herout Adam, prof. Ing., Ph.D. (DCGM FIT BUT), člen
Rogalewicz Adam, doc. Mgr., Ph.D. (DITS FIT BUT), člen
Sedlák Petr, doc. Ing., Ph.D. (DPHYS FEEC BUT), člen
Szőke Igor, Ing., Ph.D. (DCGM FIT BUT), člen
Vašíček Zdeněk, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Citation
ŠIMON, Martin. Vizuální sledování objektu v reálném čase. Brno, 2015. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2015-06-25. Supervised by Rozman Jaroslav. Available from: https://www.fit.vut.cz/study/thesis/17900/
BibTeX 
@mastersthesis{FITMT17900,
    author = "Martin \v{S}imon",
    type = "Master's thesis",
    title = "Vizu\'{a}ln\'{i} sledov\'{a}n\'{i} objektu v re\'{a}ln\'{e}m \v{c}ase",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2015,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/17900/"
}

Theses

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