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License Plate Extraction and Recognition of a Thai Vehicle Based on MSER and BPNN

by Tao, Hong; Gopalakrishnan, Anilkumar Kothalil

Title:

License Plate Extraction and Recognition of a Thai Vehicle Based on MSER and BPNN

Author(s):

Tao, Hong
Gopalakrishnan, Anilkumar Kothalil

Issued date:

2015

Citation:

7th International Conference on Knowledge and Smart Technology (KST 2015), 48-53

Abstract:

The extraction and recognition of a Thai vehicle license plate based on Maximally Stable Extremal Regions (MSER) and Back-Propagation Neural Network (BPNN) is presented. The license plate area is in a maximally stable extremal region of a car image. It can be effectively extracted from MSERs by multiple classifications. The feature extraction of characters from the license plate is based on Zernike moment. The feature is used as a training dataset for the BPNN to recognize the characters. The experimental results indicate that the proposed approach is an effective method for the extraction and recognition of a Thai license plate.

Keyword(s):

Thai license plate recognition
MSER
Zernike moment
BPNN

Resource type:

Conference Paper

Extent:

6 pages

Type:

Text

File type:

application/pdf

Language:

eng

Rights holder(s):

Tao, Hong
Gopalakrishnam, Anilkumar Kothalil

URI:

http://repository.au.edu/handle/6623004553/21183
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  • Conference Papers [24]


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Copyright © Assumption University.
All Rights Reserved.

Contact Us

The St. Gabriel's Library   
Hua Mak Campus  
Ramkhamhaeng 24, Hua Mak  
Bangkok Thailand 10240  
Tel.: (662) 3004543-62 Ext. 3402  
Fax.: (662) 7191544  
E-Mail Library : library@au.edu  


The Cathedral of Learning Library
Suvarnabhumi Campus
Bang Na-Trad Km. 26 Bangsaothong
Samuthprakarn Thailand 10540
Tel.: (662) 7232024, 7232025
Fax.: (662) 7191544
E-Mail Library : library@au.edu
 

 

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