Automatic character plate recognition system

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F14%3AA1501BQ0" target="_blank" >RIV/61988987:17310/14:A1501BQ0 - isvavai.cz</a>

Result on the web

—

DOI - Digital Object Identifier

—

Result language

angličtina

Original language name

Automatic character plate recognition system

Original language description

Automatic number plate recognition is a mass surveillance method that uses optical character recognition on images to read vehicle registration plates. They can use existing closed-circuit television or road-rule enforcement cameras, or ones specificallydesigned for the task. This paper presents another example of using artificial neural networks in computer vision. We proposed developed methods based on multilayer feed-forward back-propagation algorithm using one hidden layer that is able to recognizenumbers and letters in a plate. We also proposed method that is able to find some area with a number plate, which is cut out from the input image and forwarded to neural network application. The performance of the proposed system has been tested on realimages with very reasonable results.

Czech name

—

Czech description

—

Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

IN - Informatics

OECD FORD branch

—

Project

—

Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2014

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Journal of Information Assurance and Security

ISSN

1554-1010

e-ISSN

—

Volume of the periodical

9

Issue of the periodical within the volume

4

Country of publishing house

AL - ALBANIA

Number of pages

9

Pages from-to

177-185

UT code for WoS article

—

EID of the result in the Scopus database

—