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Human motion tracking on broadcast golf swing video using optical flow and template matching

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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:
Golf swing
Optical flow
Sport science
Template matching
Online Access:http://dspace.unimap.edu.my:80/dspace/handle/123456789/33350
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spelling my.unimap-333502014-04-02T04:32:28Z Human motion tracking on broadcast golf swing video using optical flow and template matching Sim, Kwoh Fung Sundaraj, Kenneth, Prof. Dr. kenneth@unimap.edu.my Golf swing Optical flow Sport science Template matching Link to publisher's homepage at http://ieeexplore.ieee.org/ Nowadays, a lot of attention has been focused on developing human motion analysis system for sport science application. With the advance computational power and speed, computer researchers are now able to develop markerless human motion analysis instead of placing special markers and sensors onto the test subject. Our research focuses on tracking the major body of a professional golfer directly from a sports broadcast video. However aperture problem still arise when the body movement overlap each other by solely rely on human silhouette. In this paper, we present a combination method of optical flow and template matching to track the head, body, arms, legs, and feet of the golfer. This allows each human body parts were able to track overtime in different contour to overcome the aperture problem. 2014-04-02T04:32:28Z 2014-04-02T04:32:28Z 2010 Working Paper International Conference on Computer Applications and Industrial Electronics, 2010, pages 169-173 978-1-4244-9054-7 http://dspace.unimap.edu.my:80/dspace/handle/123456789/33350 http://dx.doi.org/10.1109/ICCAIE.2010.5735069 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5735069&tag=1 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 Golf swing
Optical flow
Sport science
Template matching
spellingShingle Golf swing
Optical flow
Sport science
Template matching
Sim, Kwoh Fung
Sundaraj, Kenneth, Prof. Dr.
Human motion tracking on broadcast golf swing video using optical flow and template matching
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 on broadcast golf swing video using optical flow and template matching
title_short Human motion tracking on broadcast golf swing video using optical flow and template matching
title_full Human motion tracking on broadcast golf swing video using optical flow and template matching
title_fullStr Human motion tracking on broadcast golf swing video using optical flow and template matching
title_full_unstemmed Human motion tracking on broadcast golf swing video using optical flow and template matching
title_sort human motion tracking on broadcast golf swing video using optical flow and template matching
publisher IEEE Conference Publications
publishDate 2014
url http://dspace.unimap.edu.my:80/dspace/handle/123456789/33350
_version_ 1643797151508070400
score 13.15806

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