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Enhancement of template-based method for overlapping rubber tree leaf identification

The position of rubber tree leaflets is one of the critical features for rubber clone classification. These leaflets exist in three possible positions: overlapping, touching, or separated. This paper proposed a template-based method for overlapping rubber tree leaf identification. Initially, the key...

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Main Authors: Anjomshoae, S. T., Rahim, M. S. M.
Format: Article
Published: Elsevier B.V. 2016
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://eprints.utm.my/id/eprint/73762/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84957894725&doi=10.1016%2fj.compag.2016.02.001&partnerID=40&md5=6717ef27b0548a0e18bf0e851561d6eb
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spelling my.utm.737622017-11-18T04:31:32Z http://eprints.utm.my/id/eprint/73762/ Enhancement of template-based method for overlapping rubber tree leaf identification Anjomshoae, S. T. Rahim, M. S. M. QA75 Electronic computers. Computer science The position of rubber tree leaflets is one of the critical features for rubber clone classification. These leaflets exist in three possible positions: overlapping, touching, or separated. This paper proposed a template-based method for overlapping rubber tree leaf identification. Initially, the key point based feature extraction method is adopted. The key features of overlapping and non-overlapping leaf assist in identifying similar shapes through comparison, using the nearest neighbor algorithm. This process is implemented by constructing a directory which consists of various rubber leaf images with different positions. Next, the key points in the input leaf image are compared with the key points of the template image to identify the position of leaflets. The outcome of this study proves that the template-based method is suitable for overlapping and non-overlapping rubber tree leaf identification. Elsevier B.V. 2016 Article PeerReviewed Anjomshoae, S. T. and Rahim, M. S. M. (2016) Enhancement of template-based method for overlapping rubber tree leaf identification. Computers and Electronics in Agriculture, 122 . pp. 176-184. ISSN 0168-1699 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84957894725&doi=10.1016%2fj.compag.2016.02.001&partnerID=40&md5=6717ef27b0548a0e18bf0e851561d6eb
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 QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Anjomshoae, S. T.
Rahim, M. S. M.
Enhancement of template-based method for overlapping rubber tree leaf identification
description The position of rubber tree leaflets is one of the critical features for rubber clone classification. These leaflets exist in three possible positions: overlapping, touching, or separated. This paper proposed a template-based method for overlapping rubber tree leaf identification. Initially, the key point based feature extraction method is adopted. The key features of overlapping and non-overlapping leaf assist in identifying similar shapes through comparison, using the nearest neighbor algorithm. This process is implemented by constructing a directory which consists of various rubber leaf images with different positions. Next, the key points in the input leaf image are compared with the key points of the template image to identify the position of leaflets. The outcome of this study proves that the template-based method is suitable for overlapping and non-overlapping rubber tree leaf identification.
format Article
author Anjomshoae, S. T.
Rahim, M. S. M.
author_facet Anjomshoae, S. T.
Rahim, M. S. M.
author_sort Anjomshoae, S. T.
title Enhancement of template-based method for overlapping rubber tree leaf identification
title_short Enhancement of template-based method for overlapping rubber tree leaf identification
title_full Enhancement of template-based method for overlapping rubber tree leaf identification
title_fullStr Enhancement of template-based method for overlapping rubber tree leaf identification
title_full_unstemmed Enhancement of template-based method for overlapping rubber tree leaf identification
title_sort enhancement of template-based method for overlapping rubber tree leaf identification
publisher Elsevier B.V.
publishDate 2016
url http://eprints.utm.my/id/eprint/73762/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84957894725&doi=10.1016%2fj.compag.2016.02.001&partnerID=40&md5=6717ef27b0548a0e18bf0e851561d6eb
_version_ 1643656741104123904
score 13.211869

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