Indonesian license plate recognition based on area feature extraction

The second line consists of four digits indicating information about month and year when the plate will expire. Besides the form, Indonesia also applies color to the system of license plate, i.e. private vehicle (black), government vehicle (red), public vehicle (yellow), and dealer vehicle (white)....

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Bibliographic Details
Published in:Telkomnika 2019-04, Vol.17 (2), p.620-627
Main Authors: Damayanti, Fitri, Herawati, Sri, Imamah, Imamah, M, Fifin Ayu, Rachmad, Aeri
Format: Article
Language:English
Subjects:
Accuracy
Artificial intelligence
Automation
Classification
Computer science
Computing time
Digits
Engineering research
Feature extraction
Feature recognition
Fourier transforms
Image retrieval
License plates
Pattern recognition
Registration
Vehicle identification
Vehicles
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Summary:The second line consists of four digits indicating information about month and year when the plate will expire. Besides the form, Indonesia also applies color to the system of license plate, i.e. private vehicle (black), government vehicle (red), public vehicle (yellow), and dealer vehicle (white). The system developed is expected to be able to recognize all types of license plate of vehicles in Indonesia. [...]this research will create a system which is able to run in a short computational time with a high degree of accuracy. [...]the recognition process is done by utilizing K-NN method to recognize the plate based on the feature value obtained. 3.Results and Discussion 3.1.Detection of License Plate Detecting license plate is done to separate the object (the character) from its background and capture the characters which are the vehicle's license number on the first line representing the area registration, license number, and region. [...]the process is done by resizing the character into 200x100 pixels, in that the size of every character is same in order to make the process of recognition easy.
ISSN:1693-6930
2302-9293
DOI:10.12928/telkomnika.v17i2.9017