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Human motion tracking of athlete using optical flow & artificial markers

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Bibliographic Details
Main Authors: Sim, Kwoh Fung, Sundaraj, Kenneth, Prof. Dr.
Other Authors: kenneth@unimap.edu.my
Format: Working Paper
Language:English
Published: IEEE Conference Publications 2014
Subjects:
Artificial markers
Human joints
Human model
Human motion analysis
Human motion tracking
Optical flow algorithm
Online Access:http://dspace.unimap.edu.my:80/dspace/handle/123456789/33338
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spelling my.unimap-333382014-04-02T03:59:40Z Human motion tracking of athlete using optical flow & artificial markers Sim, Kwoh Fung Sundaraj, Kenneth, Prof. Dr. kenneth@unimap.edu.my Artificial markers Human joints Human model Human motion analysis Human motion tracking Optical flow algorithm Link to publisher's homepage at http://ieeexplore.ieee.org/ Recently, the studies of human motion analysis have attracted great attention among the researches in the field of biomechanics, medicine and sports by analyzing the joints, postures, and movements of the human. Our research focuses on analyzing the joints movement of a professional golfer. We represent those joint movements with an articulate stick human model. This paper presents a method for tracking of the general human joints (head, torso and joints) from an uncalibrated outdoor sports video by using Lucas-Kanade optical flow algorithm. No additional physical marker or special tight fitted clothes were applied to the subject. The major human joints were first located by artificial markers selected from the user; the movements of the joints were tracked overtime using the proposed optical flow algorithm. 2014-04-02T03:53:40Z 2014-04-02T03:53:40Z 2010 Working Paper International Conference on Intelligent and Advanced Systems, 2010, pages 1-4 978-1-4244-6623-8 http://dspace.unimap.edu.my:80/dspace/handle/123456789/33338 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=5716200&queryText%3DHuman+motion+tracking+of+athlete+using+optical+flow http://dx.doi.org/10.1109/ICIAS.2010.5716200 en IEEE Conference 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 Artificial markers
Human joints
Human model
Human motion analysis
Human motion tracking
Optical flow algorithm
spellingShingle Artificial markers
Human joints
Human model
Human motion analysis
Human motion tracking
Optical flow algorithm
Sim, Kwoh Fung
Sundaraj, Kenneth, Prof. Dr.
Human motion tracking of athlete using optical flow & artificial markers
description Link to publisher's homepage at http://ieeexplore.ieee.org/
author2 kenneth@unimap.edu.my
author_facet kenneth@unimap.edu.my
Sim, Kwoh Fung
Sundaraj, Kenneth, Prof. Dr.
format Working Paper
author Sim, Kwoh Fung
Sundaraj, Kenneth, Prof. Dr.
author_sort Sim, Kwoh Fung
title Human motion tracking of athlete using optical flow & artificial markers
title_short Human motion tracking of athlete using optical flow & artificial markers
title_full Human motion tracking of athlete using optical flow & artificial markers
title_fullStr Human motion tracking of athlete using optical flow & artificial markers
title_full_unstemmed Human motion tracking of athlete using optical flow & artificial markers
title_sort human motion tracking of athlete using optical flow & artificial markers
publisher IEEE Conference Publications
publishDate 2014
url http://dspace.unimap.edu.my:80/dspace/handle/123456789/33338
_version_ 1643797141863268352
score 13.222552

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