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Embedded car plate image recognition system

This project presents a low cost embedded system license plate recognition system. The system is implemented on a 8051 microcontroller platform and recognize a picture. It consists a camera and Color LCD graphic module. Captured license plate is segmented into individual character by using histogram...

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Bibliographic Details
Main Author: Moo Wui Hung
Other Authors: Zulkifli Husin (Advisor)
Format: Learning Object
Language:English
Published: Universiti Malaysia Perlis 2008
Subjects:
Imaging systems
Image processing
Optical pattern recognition
License plate detection
Detectors
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/3239
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spelling my.unimap-32392008-11-13T06:30:57Z Embedded car plate image recognition system Moo Wui Hung Zulkifli Husin (Advisor) Imaging systems Image processing Optical pattern recognition License plate detection Detectors This project presents a low cost embedded system license plate recognition system. The system is implemented on a 8051 microcontroller platform and recognize a picture. It consists a camera and Color LCD graphic module. Captured license plate is segmented into individual character by using histogram-based approach. Character recognition is performed using template matching, which mean the segmented individual character will be compared with the character in database. In order to speed up the image processing process, the system do not use complex algorithm such as Neural Network but use a simple algorithm such as template matching. The initial step in the recognition process is obtaining a photo of the vehicle, usually by use of a mounted camera. After this, some type of algorithm must be performed to transform an image to a string consisting of the license plate number. Usually, a general framework is: Pre-processing, Bounding, Character Segmentation, and Character Recognition. The advantages of this system are its mobility. The system is small in size and therefore can bring to anywhere. Besides, low cost also its major advantage, because its use microcontroller and low cost component. 2008-11-13T06:30:57Z 2008-11-13T06:30:57Z 2008-04 Learning Object http://hdl.handle.net/123456789/3239 en Universiti Malaysia Perlis School of Computer and Communication Engineering
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Imaging systems
Image processing
Optical pattern recognition
License plate detection
Detectors
spellingShingle Imaging systems
Image processing
Optical pattern recognition
License plate detection
Detectors
Moo Wui Hung
Embedded car plate image recognition system
description This project presents a low cost embedded system license plate recognition system. The system is implemented on a 8051 microcontroller platform and recognize a picture. It consists a camera and Color LCD graphic module. Captured license plate is segmented into individual character by using histogram-based approach. Character recognition is performed using template matching, which mean the segmented individual character will be compared with the character in database. In order to speed up the image processing process, the system do not use complex algorithm such as Neural Network but use a simple algorithm such as template matching. The initial step in the recognition process is obtaining a photo of the vehicle, usually by use of a mounted camera. After this, some type of algorithm must be performed to transform an image to a string consisting of the license plate number. Usually, a general framework is: Pre-processing, Bounding, Character Segmentation, and Character Recognition. The advantages of this system are its mobility. The system is small in size and therefore can bring to anywhere. Besides, low cost also its major advantage, because its use microcontroller and low cost component.
author2 Zulkifli Husin (Advisor)
author_facet Zulkifli Husin (Advisor)
Moo Wui Hung
format Learning Object
author Moo Wui Hung
author_sort Moo Wui Hung
title Embedded car plate image recognition system
title_short Embedded car plate image recognition system
title_full Embedded car plate image recognition system
title_fullStr Embedded car plate image recognition system
title_full_unstemmed Embedded car plate image recognition system
title_sort embedded car plate image recognition system
publisher Universiti Malaysia Perlis
publishDate 2008
url http://dspace.unimap.edu.my/xmlui/handle/123456789/3239
_version_ 1643787779464757248
score 13.211869

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