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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