Research Article
Dynamic Arm Gesture Recognition Using Spherical Angle Features and Hidden Markov Models
Table 1
Experimental result for Kyonggi dataset.
| Gestures | # of clusters | 10 | 20 | 30 |
| Alterfire | 9/10 | 10/10 | 10/10 | Backward | 10/10 | 10/10 | 10/10 | Fire | 9/10 | 8/10 | 10/10 | Forward | 10/10 | 10/10 | 10/10 | Left | 8/10 | 9/10 | 10/10 | Nextweapon | 10/10 | 10/10 | 10/10 | Preweapon | 10/10 | 10/10 | 10/10 | Right | 9/10 | 10/10 | 10/10 |
| Accuracy (%) | 93.7 | 96.2 | 100 |
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