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United zernike invariants for character images

Feature extraction is one of the major components in traditional pattern recognition. There are many methods for extracting the features, either structural approach or global approach. In this paper, we present integrated formulation of Zernike Moments and United Moment Invariant for extracting the...

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Main Authors: Abu Bakar, Norsharina, Shamsuddin, Siti Mariyam
Format: Book Section
Published: Springer 2009
Subjects:
T Technology (General)
Online Access:http://eprints.utm.my/id/eprint/14797/
http://dx.doi.org/10.1007/978-3-642-05036-7_47
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spelling my.utm.147972017-02-05T00:42:59Z http://eprints.utm.my/id/eprint/14797/ United zernike invariants for character images Abu Bakar, Norsharina Shamsuddin, Siti Mariyam T Technology (General) Feature extraction is one of the major components in traditional pattern recognition. There are many methods for extracting the features, either structural approach or global approach. In this paper, we present integrated formulation of Zernike Moments and United Moment Invariant for extracting the character images accordingly. The extraction values are validated by measuring the Inter-class and intra-class analysis to illustrate the effectiveness of the proposed solution. The results yield that the proposed method are feasible and better for extracting the images for both inter-class and intra-class analysis. Springer 2009 Book Section PeerReviewed Abu Bakar, Norsharina and Shamsuddin, Siti Mariyam (2009) United zernike invariants for character images. In: Visual Informatics: Bridging Research and Practice: First International Visual Informatics Conference, IVIC 2009 Kuala Lumpur, Malaysia, November 11-13, 2009 Proceedings. Springer, Berlin/ Heidelberg, pp. 498-509. ISBN 978-3-642-05035-0 http://dx.doi.org/10.1007/978-3-642-05036-7_47 10.1007/978-3-642-05036-7_47
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic T Technology (General)
spellingShingle T Technology (General)
Abu Bakar, Norsharina
Shamsuddin, Siti Mariyam
United zernike invariants for character images
description Feature extraction is one of the major components in traditional pattern recognition. There are many methods for extracting the features, either structural approach or global approach. In this paper, we present integrated formulation of Zernike Moments and United Moment Invariant for extracting the character images accordingly. The extraction values are validated by measuring the Inter-class and intra-class analysis to illustrate the effectiveness of the proposed solution. The results yield that the proposed method are feasible and better for extracting the images for both inter-class and intra-class analysis.
format Book Section
author Abu Bakar, Norsharina
Shamsuddin, Siti Mariyam
author_facet Abu Bakar, Norsharina
Shamsuddin, Siti Mariyam
author_sort Abu Bakar, Norsharina
title United zernike invariants for character images
title_short United zernike invariants for character images
title_full United zernike invariants for character images
title_fullStr United zernike invariants for character images
title_full_unstemmed United zernike invariants for character images
title_sort united zernike invariants for character images
publisher Springer
publishDate 2009
url http://eprints.utm.my/id/eprint/14797/
http://dx.doi.org/10.1007/978-3-642-05036-7_47
_version_ 1643646454764404736
score 13.211869

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