Thesis Details

Mapování dopravního značení za pomoci metod zpracování obrazu

Bachelor's Thesis Student: Leško Vladimír Academic Year: 2014/2015 Supervisor: Novotný Tomáš, Ing.
English title
Mapping of Road Signs Using Image Processing Methods
Language
Czech
Abstract

The following Bachelor's Thesis deals with traffic sign recognition in video clips, obtaining GPS records and inserting traffic sings with accurate GPS co-ordinates into OSM central database. In each of Thesis' chapters are in sequence introduced methods of image detection and classification, consecutive familiarization with OSM project and its JOSM plug-in. Afterwards there will be presented an application and an applicative plug-in design and implementation process. The final chapter is represented as the results of testing the application in 10 video clips. The conclusion contains an evaluation of the Thesis with possible extensions.

Keywords

Computer vision, Traffic sign recognition, Color segmentation, Object detection and object classification, HOG, SVM, OpenCV, JOSM, OpenStreetMap

Department
Department of Intelligent Systems FIT BUT
Degree Programme
Information Technology
Files
Status
defended, grade C
Date
16 June 2015
Reviewer
Drahanský Martin, prof. Ing., Dipl.-Ing., Ph.D.
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
Citation
LEŠKO, Vladimír. Mapování dopravního značení za pomoci metod zpracování obrazu. Brno, 2015. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2015-06-16. Supervised by Novotný Tomáš. Available from: https://www.fit.vut.cz/study/thesis/17265/
BibTeX 
@bachelorsthesis{FITBT17265,
    author = "Vladim\'{i}r Le\v{s}ko",
    type = "Bachelor's thesis",
    title = "Mapov\'{a}n\'{i} dopravn\'{i}ho zna\v{c}en\'{i} za pomoci metod zpracov\'{a}n\'{i} obrazu",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2015,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/17265/"
}

Theses

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