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Detection and Recognition of Broken Character in Car Plate Image

In Malaysia, there are many cars that have a broken character on their car plates. This case affects the process of recognition of the car plate especially when any unexpected and dangerous situation such as accident and car robbery. In literature, there are some researches on broken character recon...

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Main Authors: Abd Halim, Suhaila, Zulkifli, Mohd Syazreen
Format: Conference or Workshop Item
Language:English
Published: 2020
Online Access:http://ir.uitm.edu.my/id/eprint/891/1/891.pdf
http://ir.uitm.edu.my/id/eprint/891/
https://jamcsiix.wixsite.com/home
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spelling my.uitm.ir.8912020-11-21T05:40:11Z http://ir.uitm.edu.my/id/eprint/891/ Detection and Recognition of Broken Character in Car Plate Image Abd Halim, Suhaila Zulkifli, Mohd Syazreen In Malaysia, there are many cars that have a broken character on their car plates. This case affects the process of recognition of the car plate especially when any unexpected and dangerous situation such as accident and car robbery. In literature, there are some researches on broken character reconstruction and reconnection on a different kind of application which are vital for character recognition system. Therefore, this study is concerned to develop a tool with recognition algorithm that able to detect the broken character on car plate by using Template Matching. Two type of approaches which are correlation and similarity measure are measured in Template Matching. In this study, a car plate image with broken character is segmented using Connected Component Labelling. Then, the process of character relocation is completed before the detection and recognition process using Template Matching. Results for both approaches are shown for measurement purposes. As conclusion, the tool using the recognition algorithm is suggested to be an alternative in the area of character recognition in car plate to assist in the recognition of the broken character. This study is significant due to its importance in various real world applications such as Road enforcement system, police traffic control, parking ticketing system, or hometown security management. 2020-02 Conference or Workshop Item PeerReviewed text en http://ir.uitm.edu.my/id/eprint/891/1/891.pdf Abd Halim, Suhaila and Zulkifli, Mohd Syazreen (2020) Detection and Recognition of Broken Character in Car Plate Image. In: International Jasin Multimedia & Computer Science Invention & Innovation Exhibition (3rd edition), 17-28 Feb 2020, UiTM Cawangan Melaka Kampus Jasin. https://jamcsiix.wixsite.com/home
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
description In Malaysia, there are many cars that have a broken character on their car plates. This case affects the process of recognition of the car plate especially when any unexpected and dangerous situation such as accident and car robbery. In literature, there are some researches on broken character reconstruction and reconnection on a different kind of application which are vital for character recognition system. Therefore, this study is concerned to develop a tool with recognition algorithm that able to detect the broken character on car plate by using Template Matching. Two type of approaches which are correlation and similarity measure are measured in Template Matching. In this study, a car plate image with broken character is segmented using Connected Component Labelling. Then, the process of character relocation is completed before the detection and recognition process using Template Matching. Results for both approaches are shown for measurement purposes. As conclusion, the tool using the recognition algorithm is suggested to be an alternative in the area of character recognition in car plate to assist in the recognition of the broken character. This study is significant due to its importance in various real world applications such as Road enforcement system, police traffic control, parking ticketing system, or hometown security management.
format Conference or Workshop Item
author Abd Halim, Suhaila
Zulkifli, Mohd Syazreen
spellingShingle Abd Halim, Suhaila
Zulkifli, Mohd Syazreen
Detection and Recognition of Broken Character in Car Plate Image
author_facet Abd Halim, Suhaila
Zulkifli, Mohd Syazreen
author_sort Abd Halim, Suhaila
title Detection and Recognition of Broken Character in Car Plate Image
title_short Detection and Recognition of Broken Character in Car Plate Image
title_full Detection and Recognition of Broken Character in Car Plate Image
title_fullStr Detection and Recognition of Broken Character in Car Plate Image
title_full_unstemmed Detection and Recognition of Broken Character in Car Plate Image
title_sort detection and recognition of broken character in car plate image
publishDate 2020
url http://ir.uitm.edu.my/id/eprint/891/1/891.pdf
http://ir.uitm.edu.my/id/eprint/891/
https://jamcsiix.wixsite.com/home
_version_ 1685648100372250624
score 13.211869

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