Table 5.

Accuracies of behavior recognition by our method (unit: %).

	Day				Night
Behavior	TPR	PPV	ACC	F_Score	TPR	PPV	ACC	F_Score
Walking	92.6	100	92.7	96.2	98.5	100	98.5	99.2
Running	96.6	100	96.7	98.3	94.6	100	94.7	97.2
Standing	100	100	100	100	97.3	100	97.3	98.6
Sitting	92.5	100	92.5	96.1	96.5	100	96.5	98.2
Approaching	100	100	100	100	100	100	100	100
Leaving	100	100	100	100	100	100	100	100
Waving with two hands	95.9	98.8	99.4	97.3	97.0	99.5	99.6	98.2
Waving with one hand	93.6	99.4	99.3	96.4	90.0	100	99.0	94.7
Punching	87.8	99.5	98.0	93.3	77.4	99.6	96.4	87.1
Lying down	99.4	99.0	98.9	99.2	97.3	98.0	96.3	97.6
Kicking	90.6	95.8	97.2	93.1	88.5	90.3	94.6	89.4
Average	95.4	99.3	97.7	97.3	94.3	98.9	97.5	96.4