A comparative study of pose representation and dynamics modelling for online motion quality assessment

@article{Tao2016ACS,
  title={A comparative study of pose representation and dynamics modelling for online motion quality assessment},
  author={Lili Tao and Adeline Paiement and Dima Damen and Majid Mirmehdi and Sion L. Hannuna and Massimo Camplani and Tilo Burghardt and Ian Craddock},
  journal={Computer Vision and Image Understanding},
  year={2016},
  volume={148},
  pages={136-152}
}
Quantitative assessment of the quality of motion is increasingly in demand by clinicians in healthcare and rehabilitation monitoring of patients. We study and compare the performances of different pose representations and HMM models of dynamics of movement for online quality assessment of human motion. In a general sense, our assessment framework builds a model of normal human motion from skeleton-based samples of healthy individuals. It encapsulates the dynamics of human body pose using robust… CONTINUE READING
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  • S. Lafon
  • Comput . Vis . Image Underst .
  • 2014