Use this url to cite publication: https://hdl.handle.net/20.500.14911/140643
Application of artificial neural networks in number plate recognition system
Publication Type (CRIS)
Straipsnis kitame recenzuojamame leidinyje / Article in other peer-reviewed edition (S5)
Publication Type (eLABa)
Straipsnis kitame recenzuotame leidinyje / Article in other peer-reviewed publication (S4)
Title
Application of artificial neural networks in number plate recognition system
Raimond Laptik, Dalius Navakauskas
Title in other language
Zastosowanie sztucznych sieci neuronowych w systemie rozpoznawania tablic rejestracyjnych
Is part of
Zeszyty naukowe Politechniki Śląskiej : 5th International conference Transport systems telematics. TST'05 : Katowice-Ustron, 3-5 November 2005
Published In
| Year | Start Page | End Page |
|---|---|---|
2005 | 249 | 257 |
Publisher
Katowice : Wydawnictwo Politechniki Śląskiej
Extent
p. 249-257
Science / Art Area
Technologijos mokslai / Technological sciences (T)
Field of Science / Art
Elektros ir elektronikos inžinerija / Electrical and electronic engineering (T001)
Abstract (en)
We investigate the recognition of air number plates by Artificial Neural Networks aiming to make the system cheaper by the use of web cameras at the same time not sacrificing the performance and recognition rate. Main attention is devoted to the investigation of Kohonen Feature Map and Multilayer Perceptron, their structure and training parameters. The description of the system under construction, the composition of the recognition software module, simulation experiments, achieved recognition results and suggestions for the future development are given.
Resource Type (COAR)
TextJournalJournal articleResearch article
Language
Anglų / English (en)
Country
Lenkija / Poland (PL)
Owning collection
ISSN (of the container)
0209-3324
eLABa ID
3735426