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Open access Oct 2026

Cross-Dataset Fall-Event Detection via Causal RGB–Pose Temporal Modeling and Alarm Verification

Falls require rapid assistance, but fall-like activities and domain shift complicate alarm control. We present a cross-dataset fall-detection framework combining red–green–blue (RGB) appearance, pose evidence and sequential decisions. A frozen YOLO26n-Pose (You Only Look Once) front end supports 95-dimensional pose/kin...

Hao-Ran Xiao, Ze-Hao Li, Pei-Shun Liu · 0 citations

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