Fall detection without people: A simulation approach tackling video data scarcity.

Expert Systems with Applications(2018)

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摘要
•Fall detection system based on a myoskeletal (physics-based) simulation.•No need for video recordings of human falls.•Persons height is used to parameterise the simulation, addressing human variability.•State-of-the-art performance, tested in publicly available datasets.•System is robust for up to 50% occlusion.
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关键词
Fall detection,Physics simulation,Depth video,Visual occlusions,Myoskeletal modelling,Assisted living
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