Hao-Ran Xiao

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...