Automatic Japanese license plate recognition at car park entrance

This report summarizes work done by author for final year project and describes work procedure in details. The project title is Automatic Japanese License Plate Recognition at Car Park Entrance. Due to time constrain and source limitation, the focus of this project is set to be recognizing Japanese...

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Main Author: Hong, Yun
Other Authors: Chan Kap Luk
Format: Final Year Project
Language:English
Published: 2014
Subjects:
Online Access:http://hdl.handle.net/10356/60852
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-608522023-07-07T16:24:44Z Automatic Japanese license plate recognition at car park entrance Hong, Yun Chan Kap Luk School of Electrical and Electronic Engineering Panasonic R&D Center Singapore DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems This report summarizes work done by author for final year project and describes work procedure in details. The project title is Automatic Japanese License Plate Recognition at Car Park Entrance. Due to time constrain and source limitation, the focus of this project is set to be recognizing Japanese characters correctly. The LIBSVM library is learned and applied to classifier different characters. Author prepared the datasets and followed sequential steps in LIBSVM to train and test Japanese characters. Finally, different Japanese characters can be identified correctly with accuracy of 92%. Recommendations for the project are given in the end for future research purpose. During the project implementation, Author practiced programming skills and improved analytical and problem solving skills. Bachelor of Engineering 2014-06-02T03:23:29Z 2014-06-02T03:23:29Z 2014 2014 Final Year Project (FYP) http://hdl.handle.net/10356/60852 en Nanyang Technological University 51 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
spellingShingle DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
Hong, Yun
Automatic Japanese license plate recognition at car park entrance
description This report summarizes work done by author for final year project and describes work procedure in details. The project title is Automatic Japanese License Plate Recognition at Car Park Entrance. Due to time constrain and source limitation, the focus of this project is set to be recognizing Japanese characters correctly. The LIBSVM library is learned and applied to classifier different characters. Author prepared the datasets and followed sequential steps in LIBSVM to train and test Japanese characters. Finally, different Japanese characters can be identified correctly with accuracy of 92%. Recommendations for the project are given in the end for future research purpose. During the project implementation, Author practiced programming skills and improved analytical and problem solving skills.
author2 Chan Kap Luk
author_facet Chan Kap Luk
Hong, Yun
format Final Year Project
author Hong, Yun
author_sort Hong, Yun
title Automatic Japanese license plate recognition at car park entrance
title_short Automatic Japanese license plate recognition at car park entrance
title_full Automatic Japanese license plate recognition at car park entrance
title_fullStr Automatic Japanese license plate recognition at car park entrance
title_full_unstemmed Automatic Japanese license plate recognition at car park entrance
title_sort automatic japanese license plate recognition at car park entrance
publishDate 2014
url http://hdl.handle.net/10356/60852
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