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Object detection using geometric invariant moment

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Main Authors: Mohamed Rizon, Haniza, Yazid, Puteh, Saad, Ali Yeon, Md Shakaff, Prof. Dr., Abdul Rahman, Saad, Mohd Rozailan, Mamat, Sazali, Yaacob, Prof. Dr., Hazri, Desa, Dr., Karthigayan, M.
Format: Article
Language:English
Published: Science Publications 2011
Subjects:
Geometric invariant moment
Object detection
Geometric Moment (GM)
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/11347
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spelling my.unimap-113472011-03-21T09:29:49Z Object detection using geometric invariant moment Mohamed Rizon Haniza, Yazid Puteh, Saad Ali Yeon, Md Shakaff, Prof. Dr. Abdul Rahman, Saad Mohd Rozailan, Mamat Sazali, Yaacob, Prof. Dr. Hazri, Desa, Dr. Karthigayan, M. Geometric invariant moment Object detection Geometric Moment (GM) Link to publisher's homepage at http://www.scipub.org/ Geometric moment invariant produces a set of feature vectors that are invariant under shifting, scaling and rotation. The technique is widely used to extract the global features for pattern recognition due to its discrimination power and robustness. In this paper, moment invariant is used to identify the object from the captured image using the first invariant (Ø1). The recognition rate for this technique is 90% after the image undergoes suitable processing and segmentation process. 2011-03-21T09:18:14Z 2011-03-21T09:18:14Z 2006 Article American Journal of Applied Sciences, vol. 3(6), 2006, pages 1876-1878 1546-9239 http://www.scipub.org/fulltext/ajas/ajas361876-1878.pdf http://hdl.handle.net/123456789/11347 en Science Publications
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 Geometric invariant moment
Object detection
Geometric Moment (GM)
spellingShingle Geometric invariant moment
Object detection
Geometric Moment (GM)
Mohamed Rizon
Haniza, Yazid
Puteh, Saad
Ali Yeon, Md Shakaff, Prof. Dr.
Abdul Rahman, Saad
Mohd Rozailan, Mamat
Sazali, Yaacob, Prof. Dr.
Hazri, Desa, Dr.
Karthigayan, M.
Object detection using geometric invariant moment
description Link to publisher's homepage at http://www.scipub.org/
format Article
author Mohamed Rizon
Haniza, Yazid
Puteh, Saad
Ali Yeon, Md Shakaff, Prof. Dr.
Abdul Rahman, Saad
Mohd Rozailan, Mamat
Sazali, Yaacob, Prof. Dr.
Hazri, Desa, Dr.
Karthigayan, M.
author_facet Mohamed Rizon
Haniza, Yazid
Puteh, Saad
Ali Yeon, Md Shakaff, Prof. Dr.
Abdul Rahman, Saad
Mohd Rozailan, Mamat
Sazali, Yaacob, Prof. Dr.
Hazri, Desa, Dr.
Karthigayan, M.
author_sort Mohamed Rizon
title Object detection using geometric invariant moment
title_short Object detection using geometric invariant moment
title_full Object detection using geometric invariant moment
title_fullStr Object detection using geometric invariant moment
title_full_unstemmed Object detection using geometric invariant moment
title_sort object detection using geometric invariant moment
publisher Science Publications
publishDate 2011
url http://dspace.unimap.edu.my/xmlui/handle/123456789/11347
_version_ 1643790138343424000
score 13.222552

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