Automatic character plate recognition system

Kód výsledku v 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>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Automatic character plate recognition system

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Automatic character plate recognition system

Popis výsledku anglicky

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.

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2014

Kód důvěrnosti údajů

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

Název periodika

Journal of Information Assurance and Security

ISSN

1554-1010

e-ISSN

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Svazek periodika

9

Číslo periodika v rámci svazku

4

Stát vydavatele periodika

AL - Albánská republika

Počet stran výsledku

9

Strana od-do

177-185

Kód UT WoS článku

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EID výsledku v databázi Scopus

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