Futómozgás kinematikai vizsgálata 2 és 3 dimenzióban
Kinematic analysis of running in 2 and 3 dimensions
Keywords:
kinematics, motion capture, OpenPose, running, treadmill, /, futás, futópad, kinematika, mozgásrögzítésAbstract
Kinematic analysis of sports movements helps to optimize performance and prevent injuries. The study compares markerless motion analysis with the marker-based OptiTrack system. Measurements were taken on a treadmill, and movement was simultaneously recorded using both methods. The comparison of the results provides an opportunity to validate the markerless technique, which could be applied later during trainings.
Kivonat
A sportmozgások kinematikai elemzése segíti a teljesítményoptimalizálást és a sérülések megelőzését. A tanulmány a marker nélküli mozgáselemzést hasonlítja össze a marker alapú OptiTrack rendszerrel. A mérések futópadon lettek végezve, egyidejűleg rögzítve a mozgást mindkét módszerrel. Az eredmények összehasonlítása lehetőséget ad a marker nélküli technika validálására, amely később edzéskörnyezetben is alkalmazható lehet.
References
Rodríguez J, Marín J., Royo A.C., and Pérez-Soto M Padrón L. Keeprunning: A mocap-based rapid test prevent musculoskeletal running injuries. Sensors, 2023.
S. L. Colyer, M. Evans, D. P. Cosker, and A. I. T. Salo. A review of the evolution of vision-based motion analysis and the integration of advanced computer vision methods towards developing a markerless system. Sports Med - Open, 2018.
C. Zheng, W. Wu, C. Chen, T. Yang, S. Zhu, J. Shen, N. Kehtarnavaz, and M. Shah. Deep learning-based human pose estimation: A survey. ACM Computing Surveys, Volume 56, Issue 1, 2023.
Z. Cao, G. Hidalgo, T. Simon, S.-E. Wei, and Y. Sheikh. Openpose: Realtime multiperson 2d pose estimation using part affinity fields. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019.
Stenum J., Rossi C., and Roemmich R.T. Two-dimensional video-based analysis of human gait using pose estimation. PLoS Comput Biol, 2021.
Riazati S., Caplan N., and Hayes P.R. The number of strides required for treadmill running gait analysis is unaffected by either speed or run duration. Journal of Biomechanics, 2019.
S. L. Delp, F. C. Anderson, A. S. Arnold, P. Loan, A. Habib, and C. T. John. Opensim: Open-source software to create and analyze dynamic simulations of movement. IEEE transactions on biomedical engineering, 2007.