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Automatic number plate recognition on FPGA

Authors :
Klaus D. McDonald-Maier
Xiaojun Zhai
Faycal Bensaali
Source :
ICECS
Publication Year :
2013
Publisher :
Institute of Electrical and Electronics Engineers Inc., 2013.

Abstract

Automatic Number Plate Recognition (ANPR) systems have become one of the most important components in the current Intelligent Transportation Systems (ITS). In this paper, a FPGA implementation of a complete ANPR system which consists of Number Plate Localisation (NPL), Character Segmentation (CS), and Optical Character Recognition (OCR) is presented. The Mentor Graphics RC240 FPGA development board was used for the implementation, where only 80% of the available on-chip slices of a Virtex-4 LX60 FPGA have been used. The whole system runs with a maximum frequency of 57.6 MHz and is capable of processing one image in 11ms with a successful recognition rate of 93%. 2013 IEEE. Scopus

Details

Language :
English
Database :
OpenAIRE
Journal :
ICECS
Accession number :
edsair.doi.dedup.....d0f2bee68ae1335b17b3e931d507bed6