Human detection and tracking from image sequences using background subtraction technique

67 p.

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Bibliographic Details
Main Author:	Khayae Hlaing.
Other Authors:	Sung, Eric
Format:	Theses and Dissertations
Published:	2010
Subjects:	DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
Online Access:	http://hdl.handle.net/10356/39100
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Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-39100
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spelling	sg-ntu-dr.10356-391002023-07-04T16:03:00Z Human detection and tracking from image sequences using background subtraction technique Khayae Hlaing. Sung, Eric School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing 67 p. In this dissertation, we present a histogram based statistical background subtraction method for human detection and tracking from a static background scene. Experimental tests are performed using the prerecorded videos taken in outdoor environments. In our proposed algorithm, histogram based image segmentation is used for background subtraction. By using the histogram results, we have identified each pixel or super pixel in each current frame whether it is a background pixel or a foreground pixel. The results of the experiments suggest that what kinds of background are suitable for our proposed algorithm. Master of Science (Computer Control and Automation) 2010-05-21T04:43:25Z 2010-05-21T04:43:25Z 2006 2006 Thesis http://hdl.handle.net/10356/39100 application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing Khayae Hlaing. Human detection and tracking from image sequences using background subtraction technique
description	67 p.
author2	Sung, Eric
author_facet	Sung, Eric Khayae Hlaing.
format	Theses and Dissertations
author	Khayae Hlaing.
author_sort	Khayae Hlaing.
title	Human detection and tracking from image sequences using background subtraction technique
title_short	Human detection and tracking from image sequences using background subtraction technique
title_full	Human detection and tracking from image sequences using background subtraction technique
title_fullStr	Human detection and tracking from image sequences using background subtraction technique
title_full_unstemmed	Human detection and tracking from image sequences using background subtraction technique
title_sort	human detection and tracking from image sequences using background subtraction technique
publishDate	2010
url	http://hdl.handle.net/10356/39100
_version_	1772826520369233920

Human detection and tracking from image sequences using background subtraction technique

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