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Wavelet-based text recognition

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Bibliographic Details
Main Author: Muhammad Zulkhairi, HM Ismail
Other Authors: Dr. Said Amirul Anuar Ab. Hamid@Ab. Majid
Format: Learning Object
Language:English
Published: Universiti Malaysia Perlis (UniMAP) 2016
Subjects:
Text recognition
Pattern recognition
Wavelet transform
Wavelet
Online Access:http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41809
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spelling my.unimap-418092016-06-01T05:02:43Z Wavelet-based text recognition Muhammad Zulkhairi, HM Ismail Dr. Said Amirul Anuar Ab. Hamid@Ab. Majid Text recognition Pattern recognition Wavelet transform Wavelet Access is limited to UniMAP community. Text recognition is one of the most popular practical applications of character pattern recognition. The first step is to acquire a digital image. The next stage is segmentation, the pattern recognition problem can be represented into data acquisition, preprocessing, feature extraction, and classification. The wavelet transform is used in including image processing. Wavelet transform produces a low frequency sub band image reflecting its basic shape and three sub band images that contain the high frequency components of the image at horizontal, vertical and diagonal directions. The artificial neural networks have successfully used. In this project, wavelet coefficients are used in numeral recognition problem, these features are fed to Multilayer Perceptron network which is used as a classifier. 2016-06-01T05:02:43Z 2016-06-01T05:02:43Z 2015-06 Learning Object http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41809 en Universiti Malaysia Perlis (UniMAP) 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 Text recognition
Pattern recognition
Wavelet transform
Wavelet
spellingShingle Text recognition
Pattern recognition
Wavelet transform
Wavelet
Muhammad Zulkhairi, HM Ismail
Wavelet-based text recognition
description Access is limited to UniMAP community.
author2 Dr. Said Amirul Anuar Ab. Hamid@Ab. Majid
author_facet Dr. Said Amirul Anuar Ab. Hamid@Ab. Majid
Muhammad Zulkhairi, HM Ismail
format Learning Object
author Muhammad Zulkhairi, HM Ismail
author_sort Muhammad Zulkhairi, HM Ismail
title Wavelet-based text recognition
title_short Wavelet-based text recognition
title_full Wavelet-based text recognition
title_fullStr Wavelet-based text recognition
title_full_unstemmed Wavelet-based text recognition
title_sort wavelet-based text recognition
publisher Universiti Malaysia Perlis (UniMAP)
publishDate 2016
url http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41809
_version_ 1643799813767036928
score 13.222552

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