Author of thesis: Ing. Ondřej Trkal
Acad. year: 2015/2016
Supervisor: Ing. Karel Horák, Ph.D.
Reviewer: Ing. Miloslav Richter, Ph.D.Abstract:
The thesis deals with analysis and design of system for automatic localization and recognition of the license plate. The input images are from different sources, and contain large scenic and weather variations. The aim was to create a system able to find the licence plate on the image and recognize its alphanumeric figure. In this work, there is a focus on analysis and implementation of localization and optical character recognition methods. One own and four other localization methods are compared. There are also compared three classifiers for optical character recognition. Localization and OCR methods are tested on real data and evaluated in accordance with the calculated evaluation parameters. The work also contains sensitivity analysis of the proposed system.
LP, license plates, automatic license plate recognition, localization, classification, Naive Bayesian classifier, k-NN, template matching, computer vision
Date of defence
Result of the defence
Defended (thesis was successfully defended)
Process of defence
Student obhájil diplomovou práci
Language of thesis
Electrical, Electronic, Communication and Control Technology (EEKR-M)
Cybernetics, Control and Measurements (M-KAM)
Composition of Committee
doc. Ing. Eduard Janeček, CSc. (předseda)
prof. Ing. František Šolc, CSc. (místopředseda)
doc. Ing. Ludvík Bejček, CSc. (člen)
doc. Ing. Václav Jirsík, CSc. (člen)
Ing. Soběslav Valach (člen)
Ing. Karel Horák, Ph.D.
Grade proposed by supervisor: A
Ing. Miloslav Richter, Ph.D.
Grade proposed by reviewer: B