Research Article

Dynamic Arm Gesture Recognition Using Spherical Angle Features and Hidden Markov Models

Table 1

Experimental result for Kyonggi dataset.

Gestures# of clusters
102030

Alterfire9/1010/1010/10
Backward10/1010/1010/10
Fire9/108/1010/10
Forward10/1010/1010/10
Left8/109/1010/10
Nextweapon10/1010/1010/10
Preweapon10/1010/1010/10
Right9/1010/1010/10

Accuracy (%)93.796.2100