Abstract
Golf is well known worldwide as a prestigious and enjoyable sport. However, access to golf has been limited by high training costs, such as coaching fees, equipment, and course/driving range fees. This paper proposes a cost-effective golf analysis system which is designed for novice players. This system integrates the Wii balance board the Kinect sensors to detect beginners’ common swing mistakes. These sensors are combined with the algorithm proposed in this paper automatically to detect the common mistakes in posture and gravity movement when players swing. The experimental results indicate that the accuracy ratio in the detection is over 80 %. This paper provides novice golf players with a fairly priced and efficient golf swing analysis system.
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References
Blair, D (2007) Unique Golf Teaching System, http://www.ugt.co.uk/
Budney DR, Bellow DG (1979) “Kinetic analysis of a golf swing”, Research Quarterly. Am Alliance Health, Phys Educ, Recreat Dance 50(2):171–179
Burchfield R and Venkatesan, S (2010) “A Framework for Golf Training Using Low-Cost Inertial Sensors,” in Body Sensor Networks (BSN’10), pp. 267–272
DiFranco, D. E. Tat-Jen, C. Rehg, J.M (2001) “Reconstruction of 3D figure motion from 2D,“in CVPR, pp. 307–314
Ghasemzadeh, H Loseu, V Guenterberg, E and Jafari, R (2009) “Sporttraining using body sensor networks: a statistical approach to measurewrist rotation for golf swing,” in BodyNets’09: Proceedings of theFourth International Conference on Body Area Networks, pp. 1–8
Ghasemzadeh H, Loseu V, Jafari R (2009) Wearable coach for sporttraining: a quantitative model to evaluate wrist-rotation in golf. J Ambient Intell Smart Environ 1:173–184
Goncalves, L Perona, P (1995) “Monocular tracking of human arm in3D, ICCV’95, Boston,” USA, Jul
Blake and Grundy, C (2008) “Evaluation of Motion Capture Systems for Golf Swings:Optical vs. Gyroscopic,” in Information Technology Interfaces (ITI’08), pp.409–414
Guadagnoli M, Holcomb W, Davis M (2002) The efficacy of video feedback for learning the golf swing. J Sports Sci 20(8):615–622
Gulgin H, Armstrong C, Gribble P (2009) Hip rotational velocities during the full golf swing. J Sports Sci Med 8(2):296
Horan SA, Evans K, Morris NR, Kavanagh JJ (2010) Thorax and pelvis kinematics during the downswing of male and female skilled golfers. J Biomech 43(8):1456–1462
Horan SA, Kavanagh JJ (2012) The control of upper body segment speed and velocity during the golf swing. Sports Biomech 11(2):165–174
Howe, N Leventon, M Freeman, W (1999) “Bayesian Reconstructionof 3-D Human Motion from Single-Camera Video,” in NIPS’99
Karliga and Hwang, J-N (2006) “Analyzing Human Body 3-DMotion of Golf Swing from Single-Camera Video Sequences,” in IEEE ICASS
Hwang, J-N Karliga, I. Cheng, H-Y (2006) “An Automatic 3-DHuman Behavior Analysis System for Video SurveillanceApplications,” in IEEE ISCAS
King K, Yoon SW, Perkins NC (2008) Wireless mems inertial sensor system for golf swing dynamics, sensors and actuators A. Phys 141(2):619–630
K-vest website. (2009) [Online]. Available: http://www.k-vest.com/
Lin, YH Huang, SY Hsiao, KF Kuo, KP and Wang, LT (2013) “A Kinect-based System for Golf Beginners’ Training,” in The 5th FTRA International Conference on Information Technology Convergence and Services
Luo, Y. Hwang, J-N (2005) “A Comprehensive Coarse-To-Fine SportsVideo Analysis Framework to Infer 3D Parameters of VideoObjects with Application to Tennis Video Sequences,” in IEEEICASSP
Nesbit SM (2005) A three dimensional kinematic and kinetic study of the golf swing. J Sports Sci Med 4(4):499–519
Richards J, Farrell M, Kent J, Kraft R (1985) Weight transfer patterns during the golf swing. Res Q Exerc Sport 56(4):361–365
Sappa, A Aifanti, N Malassiotis, S Strintzis, MG (2003) “Monocular 3D human body reconstruction towards depthaugmentation of television sequences,” in IEEE ICIP
Smartswing golf website. (2006) [Online]. Available:http://www.smartswinggolf.com/site/
Sonic golf website. (2009) [Online]. Available:http://www.sonicgolf.com/
Tinmark F, Hellström J, Halvorsen K, Thorstensson A (2010) Elite golfers’ kinematic sequence in full-swing and partial-swing shots. Sports Biomech 9(4):236–244
Urtasun, R Fleet, DJ and Fua, P (2005) “Monocular 3–D Tracking of the Golf Swing,” in IEEE CVPR, pp. 932–939
Zhang, L Hsieh, JC Ting, TT Huang, YC (2012) “A Kinect based Golf Swing Score and Grade System Using GMM and SVM,” in Image and Signal Processing
Zheng N, Barrentine SW, Fleisig GS, Andrews JR (2008) Kinematic analysis of swing in pro and amateur golfers. Int J Sports Med 29:487–493
Zheng N, Barrentine SW, Fleisig GS, Andrews JR (2008) Swing kinematics formale and female pro golfers. Int J Sports Med 29:965–970
Zhengyou Z (2012) Microsoft kinect sensor and its effect. IEEE Multimed 19:4–10
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This research is supported in part by the National Science Council, Taiwan under the grant of NSC 101-2221-E130-024-MY2.
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Huang, SY., Kuo, KP. & Lin, YH. A golf swing analysis system using Wii balance board and kinect sensors for novice players. Multimed Tools Appl 74, 10679–10696 (2015). https://doi.org/10.1007/s11042-014-2198-5
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DOI: https://doi.org/10.1007/s11042-014-2198-5