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

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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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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-33350
record_format	dspace
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

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

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