Detail publikačního výsledku

License Plate Detection Using Point of Interest Detectors and Descriptors

HORÁK, K.; KLEČKA, J.; NOVÁČEK, P.

Originální název

License Plate Detection Using Point of Interest Detectors and Descriptors

Anglický název

License Plate Detection Using Point of Interest Detectors and Descriptors

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

A license plate detection task (LPD) is an important stage in the License plate recognition (LPR) implementations for automated transport systems. This paper is focused on a theory behind various interest points (IPs) detectors and region descriptors often used in applications of image processing including the LPR apps among others. We have carried out wide analysis on behaviour of several selected detectors and descriptors listed here: Harris, Shi&Tomasi, MSER, FAST, SURF and BRISK. These algorithms have been implemented, tested and compared each other from a point of view of their stability and repeatability. Our experiments were performed on a license plate localization task and carried out over an extensive gallery of real vehicle images.

Anglický abstrakt

A license plate detection task (LPD) is an important stage in the License plate recognition (LPR) implementations for automated transport systems. This paper is focused on a theory behind various interest points (IPs) detectors and region descriptors often used in applications of image processing including the LPR apps among others. We have carried out wide analysis on behaviour of several selected detectors and descriptors listed here: Harris, Shi&Tomasi, MSER, FAST, SURF and BRISK. These algorithms have been implemented, tested and compared each other from a point of view of their stability and repeatability. Our experiments were performed on a license plate localization task and carried out over an extensive gallery of real vehicle images.

Klíčová slova

interest points detectors; feature description; traffic systems; license plate detection

Klíčová slova v angličtině

interest points detectors; feature description; traffic systems; license plate detection

Autoři

HORÁK, K.; KLEČKA, J.; NOVÁČEK, P.

Rok RIV

2017

Vydáno

20.06.2016

Nakladatel

Institute of Electrical and Electronics Engineers Inc.

Místo

Vienna

ISBN

978-1-5090-1288-6

Kniha

Proceedings of the 39th International Conference on Telecommunications and Signal Processing

Strany od

484

Strany do

488

Strany počet

5

URL

http://ieeexplore.ieee.org/document/7760926

BibTex

@inproceedings{BUT128874,
  author="Karel {Horák} and Jan {Klečka} and Petr {Nováček}",
  title="License Plate Detection Using Point of Interest Detectors and Descriptors",
  booktitle="Proceedings of the 39th International Conference on Telecommunications and Signal Processing",
  year="2016",
  pages="484--488",
  publisher="Institute of Electrical and Electronics Engineers Inc.",
  address="Vienna",
  doi="10.1109/TSP.2016.7760926",
  isbn="978-1-5090-1288-6",
  url="http://ieeexplore.ieee.org/document/7760926"
}