The possibilities of assessing the efficacy and comparison of the license plate recognition systems

Mariusz Rychlicki; Tomasz Kwiatkowski

doi:10.7409/rabdim.014.024

Published: 2015-02-13

Vol. 13 No. 4 (2014)

The possibilities of assessing the efficacy and comparison of the license plate recognition systems

Mariusz Rychlicki , Tomasz Kwiatkowski

Section: Articles

https://doi.org/10.7409/rabdim.014.024

Abstract

The paper consists of a review and the characteristics of contemporary methods of vehicle registration plate recognition. Their high and increasingly growing importance for the use in intelligent transport systems has been discussed. Their large impact on improving traffic safety and the development of related systems, such as weighing vehicles in motion, have been emphasized. Attention has been paid to the existing problems in the evaluation of the effectiveness and comparison of such systems. The nature of the problem has been indicated, which consists in the fact that manufacturers and suppliers of such solutions overrate the effectiveness of the recognition, declared to be even 100%. For obvious reasons, it raises questions and poses practical problems. For this reason, the paper presents a method for assessing the license plate recognition systems, which might contribute to their practical comparison and determination of the real level of effectiveness. The implementation of the method in the tool application has been performed and the analysis of the obtained results has been carried out. A design of the test stand has been proposed, that would enable the evaluation of such solutions in the laboratory conditions.

Keywords:

effectiveness, efficiency, intelligent transport systems, systems of recognizing license plates, transport

Similar Articles

Renata Żochowska, Marcin Jacek Kłos, Piotr Soczówka, The analysis of traffic safety on the intersections of roadways and tram tracks , Roads and Bridges - Drogi i Mosty: Vol. 20 No. 1 (2021)
Yevhen Fornalchyk, Eugeniusz Koda, Ivan Kernytskyy, Oleh Hrytsun, Yuriy Royko, Romana Bura, Piotr Osiński, Ruslan Barabash, Ruslan Humenuyk, Pavlo Polyansky, The impact of vehicle traffic volume on pedestrian behavior at unsignalized crosswalks , Roads and Bridges - Drogi i Mosty: Vol. 22 No. 2 (2023)
Aleksander Konior, Jacek Kawa, Integration of intelligent transport systems by a relational database platform , Roads and Bridges - Drogi i Mosty: Vol. 13 No. 4 (2014)
Waldemar St. Szajna, Paulina Lechocka, Evaluation of the two methods of determining bulk density of sand: tapping fork test and vibrating table test , Roads and Bridges - Drogi i Mosty: Vol. 15 No. 1 (2016)
Jakub Zawieska, Analysis of external costs of transport within the scope of emissions of air pollution and noise , Roads and Bridges - Drogi i Mosty: Vol. 14 No. 3 (2015)
Thai Thi Kim Chi, Numerical study of debris flows around bridge piers , Roads and Bridges - Drogi i Mosty: Vol. 21 No. 4 (2022)
Vitalii Kovalchuk, Yuriy Hnativ, Joseph Luchko, Mykola Sysyn, Study of the temperature field and the thermo-elastic state of the multilayer soil-steel structure , Roads and Bridges - Drogi i Mosty: Vol. 19 No. 1 (2020)
Marcin Bilski, Przemysław Górnaś, Andrzej Pożarycki, Mieczysław Słowik, Paweł Mieczkowski, Initiation of initial conditions in a model for thermal analysis of road pavement structures , Roads and Bridges - Drogi i Mosty: Vol. 22 No. 3 (2023)
Szymon Imiełowski, Bartosz Śniegocki, Protection of pipeline bridges against vibrations caused by a water hammer , Roads and Bridges - Drogi i Mosty: Vol. 16 No. 1 (2017)
Marcin Bilski, Marta Mielczarek, Przemysław Górnaś, Mieczysław Słowik, Patrycja Wojciechowska, The effect of the mixing method of the addition of Gilsonite natural bitumen on asphalt mixture properties , Roads and Bridges - Drogi i Mosty: Vol. 21 No. 3 (2022)

1 2 3 4 5 6 7 8 9 10 > >>

You may also start an advanced similarity search for this article.

Download files

PDF

Citation rules

Rychlicki, M., & Kwiatkowski, T. (2015). The possibilities of assessing the efficacy and comparison of the license plate recognition systems. Roads and Bridges - Drogi I Mosty, 13(4), 393–408. https://doi.org/10.7409/rabdim.014.024

Cited by / Share

References

Du S., Ibrahim M., Shehata M., Badawy W.: Automatic License Plate Recognition (ALPR): A State-of-the-Art Review. IEEE Transactions on Circuits and Systems for Video Technology, 23, 2, 2013, 311-325
Google Scholar

Anagnostopoulos Ch., Anagnostopoulos I., Loumos V., Kayafas E.: A License Plate-Recognition Algorithm for Intelligent Transportation System Applications. IEEE Transactions on Intelligent Transportation Systems, 7, 3, 2006, 377-392
Google Scholar

Balazs E., Lajos K., Kalman F. : Real Time Number Plate Localization Algorithms. Journal of Electrical Engineering, 57, 2, 2006, 69-77
Google Scholar

Iwanowski M.: Zastosowanie morfologii matematycznej do wykrywania obszarów o zadanych cechach na obrazach cyfrowych. IMIO PW, Materiały V Sympozjum Naukowego – Techniki Przetwarzania Obrazu, Serock 16-18.11.2006, 270–281
Google Scholar

Hansen H., Kristensen A., Kohler M., Mikkelsen A., Pedersen M., Trangeled M.: Automatic recognition of license plater. Institute for Electronic System, Aalborg University, 2002
Google Scholar

Enyedi B., Konyha L., Fazekas K.. : Real Time Number Plate Localization Algorithms. Journal of Electrical Engineering, 57, 2, 2006, 69-77
Google Scholar

http://home.agh.edu.pl/~vlsi/AI/wstep1/model.html
Google Scholar

(dostęp na dzień 27.04.2014)
Google Scholar

Ochmański M., Bzówka J.: Wybrane przykłady zastosowań sztucznych sieci neuronowych w geotechnice. Budownictwo i Inżynieria Środowiska, 4, 2013, 287-294
Google Scholar

http://ai.c-labtech.net/sn (dostęp na dzień 27.04.2014)
Google Scholar

http://www.dtksoft.com/dtkanpr.php (dostęp na dzień 23.07.2014)
Google Scholar

Mariusz Rychlicki

mry@wt.pw.edu.pl

Affiliation:

Warsaw University of Technology, Faculty of Transport

Tomasz Kwiatkowski

Affiliation:

Warsaw University of Technology, IT Center

The possibilities of assessing the efficacy and comparison of the license plate recognition systems

Abstract

Keywords:

Similar Articles

Downloads

Mariusz Rychlicki

Tomasz Kwiatkowski