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The accuracy of markerless motion capture combined with computer vision techniques for measuring running kinematics.

Bas Van HoorenNoah PecasseKenneth MeijerJohannes Maria Nicolaas Essers
Published in: Scandinavian journal of medicine & science in sports (2023)
The differences between OpenPose and the marker-based method were in line with or smaller than reported between other kinematic analysis methods and marker-based methods, while these differences were larger for DeepLabCut. Since the accuracy differed between individuals, OpenPose may be most useful to facilitate large-scale in-field data collection and investigation of group effects rather than individual-level analyses.
Keyphrases
  • electronic health record
  • deep learning
  • high intensity
  • big data
  • high speed
  • machine learning
  • artificial intelligence