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Integration of projection histograms and linear prediction for object tracking

In this paper, a real-time, efficient and robust visual tracking system for a single moving object using image sequences captured by a stationary camera is presented. The proposed tracking algorithm integrates the Projection Histograms technique with the Linear Prediction method in order to achieve...

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Main Authors: Yeoh, Phaik Yong, Abu Bakar, Syed Abdul Rahman
Format: Article
Language:English
Published: Penerbit UTM Press 2003
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.utm.my/id/eprint/2083/1/JTMKK39%28D%29bab5.pdf
http://eprints.utm.my/id/eprint/2083/
http://www.penerbit.utm.my/onlinejournal/39/D/JTMKK39D05.pdf
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id my.utm.2083
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spelling my.utm.20832017-11-01T04:17:40Z http://eprints.utm.my/id/eprint/2083/ Integration of projection histograms and linear prediction for object tracking Yeoh, Phaik Yong Abu Bakar, Syed Abdul Rahman TK Electrical engineering. Electronics Nuclear engineering In this paper, a real-time, efficient and robust visual tracking system for a single moving object using image sequences captured by a stationary camera is presented. The proposed tracking algorithm integrates the Projection Histograms technique with the Linear Prediction method in order to achieve a faster tracking speed. The Projection Histograms technique is applied to obtain the actual location of the tracked target, whereas the Linear Prediction method is incorporated in the proposed tracking algorithm to predict the location of the moving object in the next frame based on its several past centroid measurements. The Projection Histograms technique coupled with a second order Linear Prediction method has enabled the proposed algorithm to accurately track a single moving object. The potential applicability and efficiency of the proposed tracking algorithm has been validated by good tracking results on several experimental image sequences. Penerbit UTM Press 2003-12 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/2083/1/JTMKK39%28D%29bab5.pdf Yeoh, Phaik Yong and Abu Bakar, Syed Abdul Rahman (2003) Integration of projection histograms and linear prediction for object tracking. Jurnal Teknologi D (39D). pp. 57-68. ISSN 0127-9696 http://www.penerbit.utm.my/onlinejournal/39/D/JTMKK39D05.pdf
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/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Yeoh, Phaik Yong
Abu Bakar, Syed Abdul Rahman
Integration of projection histograms and linear prediction for object tracking
description In this paper, a real-time, efficient and robust visual tracking system for a single moving object using image sequences captured by a stationary camera is presented. The proposed tracking algorithm integrates the Projection Histograms technique with the Linear Prediction method in order to achieve a faster tracking speed. The Projection Histograms technique is applied to obtain the actual location of the tracked target, whereas the Linear Prediction method is incorporated in the proposed tracking algorithm to predict the location of the moving object in the next frame based on its several past centroid measurements. The Projection Histograms technique coupled with a second order Linear Prediction method has enabled the proposed algorithm to accurately track a single moving object. The potential applicability and efficiency of the proposed tracking algorithm has been validated by good tracking results on several experimental image sequences.
format Article
author Yeoh, Phaik Yong
Abu Bakar, Syed Abdul Rahman
author_facet Yeoh, Phaik Yong
Abu Bakar, Syed Abdul Rahman
author_sort Yeoh, Phaik Yong
title Integration of projection histograms and linear prediction for object tracking
title_short Integration of projection histograms and linear prediction for object tracking
title_full Integration of projection histograms and linear prediction for object tracking
title_fullStr Integration of projection histograms and linear prediction for object tracking
title_full_unstemmed Integration of projection histograms and linear prediction for object tracking
title_sort integration of projection histograms and linear prediction for object tracking
publisher Penerbit UTM Press
publishDate 2003
url http://eprints.utm.my/id/eprint/2083/1/JTMKK39%28D%29bab5.pdf
http://eprints.utm.my/id/eprint/2083/
http://www.penerbit.utm.my/onlinejournal/39/D/JTMKK39D05.pdf
_version_ 1643643495410302976
score 13.211869

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