Staff View: Vehicle locator system for multi-storage car park management

Vehicle locator system for multi-storage car park management

Automatic recognition of car license plate number became a very important in our daily life because of the unlimited increase of cars and transportation systems, thus it is impossible to manage and monitored by humans manually. Unable to locate parked car always become main problem especially in hug...

Full description

Saved in:

Bibliographic Details
Main Author:	Nasir, Ahmad Fakhri Ab
Format:	Research Report
Language:	English
Published:	2017
Subjects:	TJ Mechanical engineering and machinery TS Manufactures
Online Access:	http://umpir.ump.edu.my/id/eprint/36437/1/Vehicle%20locator%20system%20for%20multi-storage%20car%20park%20management.wm.pdf http://umpir.ump.edu.my/id/eprint/36437/
Tags:	Add Tag No Tags, Be the first to tag this record!

id	my.ump.umpir.36437
record_format	eprints
spelling	my.ump.umpir.364372023-03-02T03:20:01Z http://umpir.ump.edu.my/id/eprint/36437/ Vehicle locator system for multi-storage car park management Nasir, Ahmad Fakhri Ab TJ Mechanical engineering and machinery TS Manufactures Automatic recognition of car license plate number became a very important in our daily life because of the unlimited increase of cars and transportation systems, thus it is impossible to manage and monitored by humans manually. Unable to locate parked car always become main problem especially in huge car parking system. Many researchers suggest and employ plate recognition system (which is usually called as Automatic Number Plate Recognition (ANPR)) in order to recognise car. There are a number of different techniques which have been used for recognition of registration plate characters due to the diversity of plate formats, different scales, rotations and non-uniform illumination conditions during image acquisition. Malaysia also has different types of plate number. The development of the ANPR system is still lacking and most of the time they just plug and play of ANPR engine without further evaluation and analysis. Hence, the main aim of this project is to develop ANPR system for common Malaysian plate styles with comprehensive evaluations. Four main objectives of this study which is i) to collect, gather and acquire images of cars in parking, ii) to design ANPR system for Malaysian plate styles, iii) to evaluate the performance of the developed ANPR system, and iv) to develop Graphical User Interface (GUI) for ANPR system to ease of use. The system is developed using three stages of processing: i) plate extraction - identify plate regions, ii) character segmentation - one-by-one character detection and isolation, and iii) character recognition - character matching process. The experimental results show that the system is able to recognise plate number by at least more than 80% of recognition accuracy and less than 1% segmentation errors. The system is ready to be used to detect the presence of cars in parking space. 2017 Research Report NonPeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/36437/1/Vehicle%20locator%20system%20for%20multi-storage%20car%20park%20management.wm.pdf Nasir, Ahmad Fakhri Ab (2017) Vehicle locator system for multi-storage car park management. , [Research Report: Research Report] (Unpublished)
institution	Universiti Malaysia Pahang
building	UMP Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Pahang
content_source	UMP Institutional Repository
url_provider	http://umpir.ump.edu.my/
language	English
topic	TJ Mechanical engineering and machinery TS Manufactures
spellingShingle	TJ Mechanical engineering and machinery TS Manufactures Nasir, Ahmad Fakhri Ab Vehicle locator system for multi-storage car park management
description	Automatic recognition of car license plate number became a very important in our daily life because of the unlimited increase of cars and transportation systems, thus it is impossible to manage and monitored by humans manually. Unable to locate parked car always become main problem especially in huge car parking system. Many researchers suggest and employ plate recognition system (which is usually called as Automatic Number Plate Recognition (ANPR)) in order to recognise car. There are a number of different techniques which have been used for recognition of registration plate characters due to the diversity of plate formats, different scales, rotations and non-uniform illumination conditions during image acquisition. Malaysia also has different types of plate number. The development of the ANPR system is still lacking and most of the time they just plug and play of ANPR engine without further evaluation and analysis. Hence, the main aim of this project is to develop ANPR system for common Malaysian plate styles with comprehensive evaluations. Four main objectives of this study which is i) to collect, gather and acquire images of cars in parking, ii) to design ANPR system for Malaysian plate styles, iii) to evaluate the performance of the developed ANPR system, and iv) to develop Graphical User Interface (GUI) for ANPR system to ease of use. The system is developed using three stages of processing: i) plate extraction - identify plate regions, ii) character segmentation - one-by-one character detection and isolation, and iii) character recognition - character matching process. The experimental results show that the system is able to recognise plate number by at least more than 80% of recognition accuracy and less than 1% segmentation errors. The system is ready to be used to detect the presence of cars in parking space.
format	Research Report
author	Nasir, Ahmad Fakhri Ab
author_facet	Nasir, Ahmad Fakhri Ab
author_sort	Nasir, Ahmad Fakhri Ab
title	Vehicle locator system for multi-storage car park management
title_short	Vehicle locator system for multi-storage car park management
title_full	Vehicle locator system for multi-storage car park management
title_fullStr	Vehicle locator system for multi-storage car park management
title_full_unstemmed	Vehicle locator system for multi-storage car park management
title_sort	vehicle locator system for multi-storage car park management
publishDate	2017
url	http://umpir.ump.edu.my/id/eprint/36437/1/Vehicle%20locator%20system%20for%20multi-storage%20car%20park%20management.wm.pdf http://umpir.ump.edu.my/id/eprint/36437/
_version_	1759689595657650176
score	13.211869

Vehicle locator system for multi-storage car park management

Similar Items