Table 6.

Results of human detection categorized by human behaviors with our database.

Behavior	#Frames	#People	#TP	#FP	Sensitivity	PPV	F1-Score
Walking	17,380	22,315	20,186	1340	0.9046	0.9378	0.9209
Running	6274	3864	3776	153	0.9772	0.9611	0.9536
Standing	5498	10,430	10,356	67	0.9929	0.9936	0.9932
Sitting	6179	11,417	11,364	3	0.9954	0.9997	0.9975
Waving	1975	3611	3181	0	0.8809	1	0.9367
Punching	3932	5434	5117	96	0.9417	0.9816	0.9612
Kicking	4308	5612	5578	229	0.9939	0.9606	0.9770