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Curve analysis for real-time crowd estimation system

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Main Authors: Lim, Eng Aik, Zarita, Zainuddin
Format: Article
Language:English
Published: European Journals Inc. 2010
Subjects:
Cluster segmentation
Curve analysis
Edge detection
Median filtering
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/10171
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spelling my.unimap-101712010-11-09T07:30:39Z Curve analysis for real-time crowd estimation system Lim, Eng Aik Zarita, Zainuddin Cluster segmentation Curve analysis Edge detection Median filtering Link to publisher's homepage at http://www.eurojournals.com/ The crowd monitoring system has been widely used in many areas such as transportation control and safety management. The aim of a crowd monitoring system is to count the number of people in a confined area. There are different kinds of crowd monitoring systems in the market with their principles of operation different from each other. Some may use sensors as the principle of the operation. In this paper, the principle of operation of the crowd monitoring system is based on image processing techniques where information extracted from the image is based on its color density. The information in the number represented by the image will be rearranged and changed in an appropriate way. Then, by analyzing the pattern and format of these numbers, a computer can obtain the information from the image like a human being. In addition, this paper presents a new people counting system to count the number of people in a certain image in real-time. The proposed system employs a Curve Analysis (CA) method for the crowd monitoring system where evaluation on its performance provides promising results. 2010-11-09T07:30:39Z 2010-11-09T07:30:39Z 2009-06-15 Article European Journal of Scientific Research, vol.38(3), 2009, pages 441-453 1450-216X http://www.eurojournals.com/ejsr_38_3_09.pdf http://hdl.handle.net/123456789/10171 en European Journals Inc.
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 Cluster segmentation
Curve analysis
Edge detection
Median filtering
spellingShingle Cluster segmentation
Curve analysis
Edge detection
Median filtering
Lim, Eng Aik
Zarita, Zainuddin
Curve analysis for real-time crowd estimation system
description Link to publisher's homepage at http://www.eurojournals.com/
format Article
author Lim, Eng Aik
Zarita, Zainuddin
author_facet Lim, Eng Aik
Zarita, Zainuddin
author_sort Lim, Eng Aik
title Curve analysis for real-time crowd estimation system
title_short Curve analysis for real-time crowd estimation system
title_full Curve analysis for real-time crowd estimation system
title_fullStr Curve analysis for real-time crowd estimation system
title_full_unstemmed Curve analysis for real-time crowd estimation system
title_sort curve analysis for real-time crowd estimation system
publisher European Journals Inc.
publishDate 2010
url http://dspace.unimap.edu.my/xmlui/handle/123456789/10171
_version_ 1643789759946948608
score 13.214268

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