DocumentCode :
1799054
Title :
Non-standard Malaysian car license plate recognition
Author :
Hum Yan Chai ; Hon Hock Woon ; Liang Kim Meng ; Yuen Shang Li
Author_Institution :
Adv. Inf. Archit. Dev. (AIAD), MIMOS Berhad, Kuala Lumpur, Malaysia
fYear :
2014
fDate :
7-8 April 2014
Firstpage :
152
Lastpage :
157
Abstract :
Automated car license plate recognition systems are developed and applied for purpose of facilitating the surveillance, law enforcement, access control and intelligent transportation monitoring with least human intervention. The challenging part of this system lies in accurately recognizing a non-standard plate that consists of various character fonts, character sizes, plate size, orientations, plate and character colors, materials, positions of numeric characters and alphabetic characters. The objective of the paper is to present our developed algorithms that cope with these practical variations in the context of non-standard Malaysian plate from image scene acquisition to optical character recognition. In each standard step of license plate recognition, we consider the processing of the plates under various environmental condition and non-standard formation of characters in real scene. The algorithm is tested with 500 Malaysian car plates in real-time and the result shown that the algorithm remains relatively robust under different conditions and car plate standard.
Keywords :
automobiles; intelligent transportation systems; natural scenes; optical character recognition; alphabetic characters; automated car license plate recognition systems; character colors; character fonts; character sizes; environmental condition; image scene acquisition; nonstandard Malaysian car license plate recognition; nonstandard character formation; numeric character positions; optical character recognition; plate colors; plate materials; plate orientations; plate processing; plate size; Computer applications; Industrial electronics; License Plate Detection; Optical Character Recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Applications and Industrial Electronics (ISCAIE), 2014 IEEE Symposium on
Conference_Location :
Penang
Print_ISBN :
978-1-4799-4352-4
Type :
conf
DOI :
10.1109/ISCAIE.2014.7010228
Filename :
7010228
Link To Document :
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