The Study of Plate Number Recognition for Parking Security System

International Journal of Advanced Technology in Mechanical, Mechatronics and Material

View Publication Info
 
 
Field Value
 
Title The Study of Plate Number Recognition for Parking Security System
 
Creator Abdul Samad, Shakeeb M.A.N.
Heltha, Fahri
Faliq, M.
 
Subject image recognition system; acquisition & pre-processing; extraction; segmentation; character recognition
 
Description Car Plate Number Recognition System is an important platform that can be used to identify a car vehicle identity. The Recognition System is based on image processing techniques and computer vision. A webcam is used to capture an image of the car plate number from different distance, and the identification is conducted through  four processes of stages: Image Acquisition Pre-processing, Extraction, Segmentation, and Character Recognition. The Acquisition Pre-processing stage is extracted the region of interest of the image. The image is captured by live video of the webcam, then converted to grayscale and binary image. The Extraction stage is extracted the plate number characters from binary image using a connected components method. In the Segmentation stage is done by implementing horizontal projection as well as moving average filter. Lastly, in the Character Recognition, is used to identify the segmented characters of the plate number using optical character recognition. The proposed method is worked well for Malaysian's private cars plate number, and can be implemented in car park system to increase level of security of the system by confirming the bar code of the parking ticket and the plate number of the car at the incoming and outgoing gates.
 
Publisher Institute for Research on Innovation and Industrial System (IRIS)
 
Contributor
 
Date 2020-12-31
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
 
Format application/pdf
 
Identifier http://ijatec.com/index.php/ijatmmm/article/view/34
10.37869/ijatec.v1i3.34
 
Source International Journal of Advanced Technology in Mechanical, Mechatronics and Materials; Vol 1, No 3 (2020); 100-107
2720-9008
2720-8990
 
Language eng
 
Relation http://ijatec.com/index.php/ijatmmm/article/view/34/pdf
 
Rights Copyright (c) 2020 International Journal of Advanced Technology in Mechanical, Mechatronics and Materials
 

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