Skip to main content
Log in

A golf swing analysis system using Wii balance board and kinect sensors for novice players

  • Published:
Multimedia Tools and Applications Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11

Similar content being viewed by others

References

  1. Blair, D (2007) Unique Golf Teaching System, http://www.ugt.co.uk/

  2. Budney DR, Bellow DG (1979) “Kinetic analysis of a golf swing”, Research Quarterly. Am Alliance Health, Phys Educ, Recreat Dance 50(2):171–179

    Google Scholar 

  3. 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

  4. DiFranco, D. E. Tat-Jen, C. Rehg, J.M (2001) “Reconstruction of 3D figure motion from 2D,“in CVPR, pp. 307–314

  5. 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

  6. 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

    Google Scholar 

  7. Goncalves, L Perona, P (1995) “Monocular tracking of human arm in3D, ICCV’95, Boston,” USA, Jul

  8. 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

  9. Guadagnoli M, Holcomb W, Davis M (2002) The efficacy of video feedback for learning the golf swing. J Sports Sci 20(8):615–622

    Article  Google Scholar 

  10. Gulgin H, Armstrong C, Gribble P (2009) Hip rotational velocities during the full golf swing. J Sports Sci Med 8(2):296

    Google Scholar 

  11. 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

    Article  Google Scholar 

  12. Horan SA, Kavanagh JJ (2012) The control of upper body segment speed and velocity during the golf swing. Sports Biomech 11(2):165–174

    Article  Google Scholar 

  13. Howe, N Leventon, M Freeman, W (1999) “Bayesian Reconstructionof 3-D Human Motion from Single-Camera Video,” in NIPS’99

  14. Karliga and Hwang, J-N (2006) “Analyzing Human Body 3-DMotion of Golf Swing from Single-Camera Video Sequences,” in IEEE ICASS

  15. Hwang, J-N Karliga, I. Cheng, H-Y (2006) “An Automatic 3-DHuman Behavior Analysis System for Video SurveillanceApplications,” in IEEE ISCAS

  16. 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

    Google Scholar 

  17. K-vest website. (2009) [Online]. Available: http://www.k-vest.com/

  18. 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

  19. 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

  20. Nesbit SM (2005) A three dimensional kinematic and kinetic study of the golf swing. J Sports Sci Med 4(4):499–519

    Google Scholar 

  21. Richards J, Farrell M, Kent J, Kraft R (1985) Weight transfer patterns during the golf swing. Res Q Exerc Sport 56(4):361–365

    Article  Google Scholar 

  22. Sappa, A Aifanti, N Malassiotis, S Strintzis, MG (2003) “Monocular 3D human body reconstruction towards depthaugmentation of television sequences,” in IEEE ICIP

  23. Smartswing golf website. (2006) [Online]. Available:http://www.smartswinggolf.com/site/

  24. Sonic golf website. (2009) [Online]. Available:http://www.sonicgolf.com/

  25. 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

    Article  Google Scholar 

  26. Urtasun, R Fleet, DJ and Fua, P (2005) “Monocular 3–D Tracking of the Golf Swing,” in IEEE CVPR, pp. 932–939

  27. 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

  28. 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

    Article  Google Scholar 

  29. Zheng N, Barrentine SW, Fleisig GS, Andrews JR (2008) Swing kinematics formale and female pro golfers. Int J Sports Med 29:965–970

    Article  Google Scholar 

  30. Zhengyou Z (2012) Microsoft kinect sensor and its effect. IEEE Multimed 19:4–10

    Article  Google Scholar 

Download references

Acknowledgments

This research is supported in part by the National Science Council, Taiwan under the grant of NSC 101-2221-E130-024-MY2.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Shih-Yu Huang.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

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

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11042-014-2198-5

Keywords

Navigation