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Validation of Wearable Camera Still Images to Assess Posture in Free-Living Conditions.

Julian MartinezAutumn DeckerChi C ChoAiden DohertyAnn M SwartzJohn W StaudenmayerScott J Strath
Published in: Journal for the measurement of physical behaviour (2021)
WC IMGs provide a good estimation of overall sitting time but underestimate standing and overestimate movement time. Future work is warranted to improve posture classifications and examine IMG accuracy and precision in assessing activity type behaviors.
Keyphrases
  • convolutional neural network
  • deep learning
  • current status
  • heart rate
  • optical coherence tomography
  • high speed
  • low cost