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Analysis of Low and High Level Feature Extraction in Human Movement

Conference Venue : UniKL MFI

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Main Authors: Norazlin Ibrahim, Norsehah Abd Karim, Murniwati Anwar
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Published: 2013
Subjects:
High level
Low level
Feature extraction
Online Access:http://ir.unikl.edu.my/jspui/handle/123456789/4646
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spelling my.unikl.ir-46462013-11-20T06:04:22Z Analysis of Low and High Level Feature Extraction in Human Movement Norazlin Ibrahim, Norsehah Abd Karim Murniwati Anwar High level Low level Feature extraction Conference Venue : UniKL MFI Segmentation of image is very challenging in tracking down the movement of humans. In this paper we applied optical flow to differentiate the features between walk and run. The features extraction generated was based on shape and velocity of the movement. The features based on shape will generate perimeter, area and centroid meanwhile the usage of velocity will generate angle and magnitude. The implementation of these techniques will produce the understanding of intensity in term of high and low level feature extraction. The output shows that the dynamic movement of human can be evaluated consistently by shape in the situation of constant lighting but the angle distribution or magnitudes are more robust in any environment 2013-11-20T06:04:22Z 2013-11-20T06:04:22Z 2013-11-20 http://ir.unikl.edu.my/jspui/handle/123456789/4646
institution Universiti Kuala Lumpur
building UniKL Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Kuala Lumpur
content_source UniKL Institutional Repository
url_provider http://ir.unikl.edu.my/
topic High level
Low level
Feature extraction
spellingShingle High level
Low level
Feature extraction
Norazlin Ibrahim, Norsehah Abd Karim
Murniwati Anwar
Analysis of Low and High Level Feature Extraction in Human Movement
description Conference Venue : UniKL MFI
format
author Norazlin Ibrahim, Norsehah Abd Karim
Murniwati Anwar
author_facet Norazlin Ibrahim, Norsehah Abd Karim
Murniwati Anwar
author_sort Norazlin Ibrahim, Norsehah Abd Karim
title Analysis of Low and High Level Feature Extraction in Human Movement
title_short Analysis of Low and High Level Feature Extraction in Human Movement
title_full Analysis of Low and High Level Feature Extraction in Human Movement
title_fullStr Analysis of Low and High Level Feature Extraction in Human Movement
title_full_unstemmed Analysis of Low and High Level Feature Extraction in Human Movement
title_sort analysis of low and high level feature extraction in human movement
publishDate 2013
url http://ir.unikl.edu.my/jspui/handle/123456789/4646
_version_ 1644484667507736576
score 13.222552

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