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Accuracy of Monocular Two-Dimensional Pose Estimation Compared With a Reference Standard for Kinematic Multiview Analysis: Validation Study.

Oskar StammAnika Steinert
Published in: JMIR mHealth and uHealth (2020)
The results of the study indicate that a 2D pose estimation by means of a smartphone app can have excellent agreement compared with a validated reference standard. An assessment of kinematic variables can be performed with the analyzed algorithm, showing only minimal deviations compared with data from a massive multiview system.
Keyphrases
  • machine learning
  • deep learning
  • data analysis