Structural Motion Grammar for Universal Use of Leap Motion: Amusement and Functional Contents Focused

Table 5

Comparison of motion recognition rate.

ML	Ours (%)	SVM (%)
Go (G)	100	100
Right Direction (RD)	80	100
Roll (R)	80	70
Weapon Change (ch)	90	85
Function1 (F1)	85	95
Booster (B)	90	80
Rotation (RO)	80	70
Rewind (rw)	85	80
Stop (ST)	90	80
Jump (J)	90	70
Shot (sh)	80	85
Kick (k)	90	70
Function2 (F2)	95	100
Zoom In (ZI)	85	80
Play (p)	80	70
Pause (PA)	90	80
Left Direction (LD)	80	100
Sit (S)	90	70
Reload (r)	100	100
Punch (p)	80	70
Drift (D)	85	75
Zoom Out (ZO)	85	80
Fast Play (fp)	85	80
—	—	—