Vehicle license plate recognition systems / Imran Ismail

The purpose of the vehicle license plate recognition project is to recognize or identify vehicles. Vehicle license plates are meant to be recognized by people, especially government officials such as policemen and transport personnel. In current situation, we can identify all the information's...

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Bibliographic Details
Main Author:	Ismail, Imran
Format:	Thesis
Language:	English
Published:	2004
Subjects:	Automobile license plates Optical data processing
Online Access:	https://ir.uitm.edu.my/id/eprint/68635/1/68635.pdf
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id	my-uitm-ir.68635
record_format	uketd_dc
spelling	my-uitm-ir.686352023-05-11T08:46:09Z Vehicle license plate recognition systems / Imran Ismail 2004 Ismail, Imran Automobile license plates Optical data processing The purpose of the vehicle license plate recognition project is to recognize or identify vehicles. Vehicle license plates are meant to be recognized by people, especially government officials such as policemen and transport personnel. In current situation, we can identify all the information's related to the drivers from number plates. Vehicle's license plates that are authorized and registered are allowed to enter the campus premises. In this project, a database of vehicle license plate numbers that are authorized to enter the university grounds has been compiled. The project started with identification of a vehicle consists of three major parts namely sensing, image capturing and recognition of the license plate. A car is sensed and a signal is passed to the image-capturing receiver and triggers the video camera to take a snap using a high-speed shutter to reduce motion blur. Before image recognition takes place, the image needs to undergo pre-processing. This includes image cropping, image quantization and filtering and character segmentation. Only with all these image processing can the recognition of the numerals take place efficiently minimizing errors. In this project I have decided to choose neural network to recognize each character among other types of character recognition systems. This neural network has been trained off-line with a set of characters. 2004 Thesis https://ir.uitm.edu.my/id/eprint/68635/ https://ir.uitm.edu.my/id/eprint/68635/1/68635.pdf text en public degree Universiti Teknologi MARA (UiTM) Faculty of Electrical Engineering Khadri, Norasimah
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Khadri, Norasimah
topic	Automobile license plates Optical data processing
spellingShingle	Automobile license plates Optical data processing Ismail, Imran Vehicle license plate recognition systems / Imran Ismail
description	The purpose of the vehicle license plate recognition project is to recognize or identify vehicles. Vehicle license plates are meant to be recognized by people, especially government officials such as policemen and transport personnel. In current situation, we can identify all the information's related to the drivers from number plates. Vehicle's license plates that are authorized and registered are allowed to enter the campus premises. In this project, a database of vehicle license plate numbers that are authorized to enter the university grounds has been compiled. The project started with identification of a vehicle consists of three major parts namely sensing, image capturing and recognition of the license plate. A car is sensed and a signal is passed to the image-capturing receiver and triggers the video camera to take a snap using a high-speed shutter to reduce motion blur. Before image recognition takes place, the image needs to undergo pre-processing. This includes image cropping, image quantization and filtering and character segmentation. Only with all these image processing can the recognition of the numerals take place efficiently minimizing errors. In this project I have decided to choose neural network to recognize each character among other types of character recognition systems. This neural network has been trained off-line with a set of characters.
format	Thesis
qualification_level	Bachelor degree
author	Ismail, Imran
author_facet	Ismail, Imran
author_sort	Ismail, Imran
title	Vehicle license plate recognition systems / Imran Ismail
title_short	Vehicle license plate recognition systems / Imran Ismail
title_full	Vehicle license plate recognition systems / Imran Ismail
title_fullStr	Vehicle license plate recognition systems / Imran Ismail
title_full_unstemmed	Vehicle license plate recognition systems / Imran Ismail
title_sort	vehicle license plate recognition systems / imran ismail
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Electrical Engineering
publishDate	2004
url	https://ir.uitm.edu.my/id/eprint/68635/1/68635.pdf
_version_	1783735795999309824

Vehicle license plate recognition systems / Imran Ismail

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