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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| Format: | Conference or Workshop Item |
| Language: | en |
| Published: |
2020
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| Online Access: | https://ir.uitm.edu.my/id/eprint/891/1/891.pdf https://ir.uitm.edu.my/id/eprint/891/ https://jamcsiix.wixsite.com/home |
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| _version_ | 1833057981419225088 |
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| author | Abd Halim, Suhaila Zulkifli, Mohd Syazreen |
| author_facet | Abd Halim, Suhaila Zulkifli, Mohd Syazreen |
| author_sort | Abd Halim, Suhaila |
| building | Tun Abdul Razak Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknologi Mara |
| content_source | UiTM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| 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 |
| id | my.uitm.ir-891 |
| institution | Universiti Teknologi Mara |
| language | en |
| publishDate | 2020 |
| record_format | eprints |
| spelling | my.uitm.ir-8912020-11-21T05:40:11Z https://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 https://ir.uitm.edu.my/id/eprint/891/1/891.pdf Detection and Recognition of Broken Character in Car Plate Image. (2020) 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 |
| spellingShingle | Abd Halim, Suhaila Zulkifli, Mohd Syazreen Detection and Recognition of Broken Character in Car Plate Image |
| title | 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_short | Detection and Recognition of Broken Character in Car Plate Image |
| title_sort | detection and recognition of broken character in car plate image |
| url | https://ir.uitm.edu.my/id/eprint/891/1/891.pdf https://ir.uitm.edu.my/id/eprint/891/ https://jamcsiix.wixsite.com/home |
| url_provider | http://ir.uitm.edu.my/ |