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Hybrid markerless tracking of complex articulated motion in golf swings

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Main Authors: Sim, Kwoh Fung, Sundaraj, Kenneth, Prof. Dr., Nizam Uddin, Ahamed, Lam, Chee Kiang, Nadarajah, Sivadev, Sahayadhas, Arun, Md. Asraf, Ali, Md. Anamul, Islam, Palaniappan, Rajkumar
Other Authors: kenneth@unimap.edu.my
Format: Article
Language:English
Published: Elsevier Ltd. 2014
Subjects:
Golf swing
Hybrid tracking
Markerless tracking
Motion tracking
Online Access:http://dspace.unimap.edu.my:80/dspace/handle/123456789/33364
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spelling my.unimap-333642014-04-28T14:41:39Z Hybrid markerless tracking of complex articulated motion in golf swings Sim, Kwoh Fung Sundaraj, Kenneth, Prof. Dr. Nizam Uddin, Ahamed Lam, Chee Kiang Nadarajah, Sivadev Sahayadhas, Arun Md. Asraf, Ali Md. Anamul, Islam Palaniappan, Rajkumar kenneth@unimap.edu.my ahamed1557@hotmail.com Golf swing Hybrid tracking Markerless tracking Motion tracking Link to publisher's homepage at https://www.elsevier.com/‎ Sports video tracking is a research topic that has attained increasing attention due to its high commercial potential. A number of sports, including tennis, soccer, gymnastics, running, golf, badminton and cricket have been utilised to display the novel ideas in sports motion tracking. The main challenge associated with this research concerns the extraction of a highly complex articulated motion from a video scene. Our research focuses on the development of a markerless human motion tracking system that tracks the major body parts of an athlete straight from a sports broadcast video. We proposed a hybrid tracking method, which consists of a combination of three algorithms (pyramidal Lucas-Kanade optical flow (LK), normalised correlation-based template matching and background subtraction), to track the golfer's head, body, hands, shoulders, knees and feet during a full swing. We then match, track and map the results onto a 2D articulated human stick model to represent the pose of the golfer over time. Our work was tested using two video broadcasts of a golfer, and we obtained satisfactory results. The current outcomes of this research can play an important role in enhancing the performance of a golfer, provide vital information to sports medicine practitioners by providing technically sound guidance on movements and should assist to diminish the risk of golfing injuries. 2014-04-02T07:21:31Z 2014-04-02T07:21:31Z Apr-2014 Article Journal of Bodywork and Movement Therapies, vol. 18(2), 2014, pages 220-227 1532-9283 http://dspace.unimap.edu.my:80/dspace/handle/123456789/33364 http://www.sciencedirect.com/science/article/pii/S1360859213000788 http://dx.doi.org/10.1016/j.jbmt.2013.05.011 en Elsevier Ltd.
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
Hybrid tracking
Markerless tracking
Motion tracking
spellingShingle Golf swing
Hybrid tracking
Markerless tracking
Motion tracking
Sim, Kwoh Fung
Sundaraj, Kenneth, Prof. Dr.
Nizam Uddin, Ahamed
Lam, Chee Kiang
Nadarajah, Sivadev
Sahayadhas, Arun
Md. Asraf, Ali
Md. Anamul, Islam
Palaniappan, Rajkumar
Hybrid markerless tracking of complex articulated motion in golf swings
description Link to publisher's homepage at https://www.elsevier.com/‎
author2 kenneth@unimap.edu.my
author_facet kenneth@unimap.edu.my
Sim, Kwoh Fung
Sundaraj, Kenneth, Prof. Dr.
Nizam Uddin, Ahamed
Lam, Chee Kiang
Nadarajah, Sivadev
Sahayadhas, Arun
Md. Asraf, Ali
Md. Anamul, Islam
Palaniappan, Rajkumar
format Article
author Sim, Kwoh Fung
Sundaraj, Kenneth, Prof. Dr.
Nizam Uddin, Ahamed
Lam, Chee Kiang
Nadarajah, Sivadev
Sahayadhas, Arun
Md. Asraf, Ali
Md. Anamul, Islam
Palaniappan, Rajkumar
author_sort Sim, Kwoh Fung
title Hybrid markerless tracking of complex articulated motion in golf swings
title_short Hybrid markerless tracking of complex articulated motion in golf swings
title_full Hybrid markerless tracking of complex articulated motion in golf swings
title_fullStr Hybrid markerless tracking of complex articulated motion in golf swings
title_full_unstemmed Hybrid markerless tracking of complex articulated motion in golf swings
title_sort hybrid markerless tracking of complex articulated motion in golf swings
publisher Elsevier Ltd.
publishDate 2014
url http://dspace.unimap.edu.my:80/dspace/handle/123456789/33364
_version_ 1643797152399360000
score 13.222552

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