XGBoost and geometric methods achieve high training accuracy in classifying walker-assisted postures from skeleton data for fall prevention in smart walkers.
Socially assistive walker for daily living assistance in older adults
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Skeleton-Based Posture Classification to Promote Safer Walker-Assisted Gait in Older Adults
XGBoost and geometric methods achieve high training accuracy in classifying walker-assisted postures from skeleton data for fall prevention in smart walkers.