Research Article
Gesture Recognition Algorithm of Human Motion Target Based on Deep Neural Network
Table 3
Time comparison results of human motion target gesture recognition based on different algorithms.
| Joint point/number | Identification time (s) | The proposed algorithm | Literature [7] algorithm | Literature [8] algorithm | Literature [9] algorithm | Literature [10] algorithm | Literature [11] algorithm |
| 1 | 11.9 | 13.6 | 18.2 | 17.0 | 18.0 | 17.5 | 2 | 12.6 | 14.8 | 19.3 | 17.9 | 18.8 | 18.0 | 3 | 12.8 | 15.2 | 19.9 | 19.2 | 20.2 | 19.9 | 4 | 12.9 | 15.7 | 20.9 | 19.6 | 20.5 | 19.3 | 5 | 13.1 | 16.4 | 20.9 | 19.8 | 21.4 | 20.8 | 6 | 13.8 | 16.6 | 21.6 | 20.4 | 21.0 | 21.5 | 7 | 14.6 | 16.9 | 21.8 | 20.9 | 22.7 | 22.0 | 8 | 15.1 | 17.0 | 22.5 | 21.4 | 22.8 | 22.1 | 9 | 15.2 | 17.9 | 22.5 | 21.0 | 23.4 | 23.7 | 10 | 15.6 | 18.6 | 23.4 | 21.6 | 23.7 | 23.5 | 11 | 15.8 | 19.2 | 23.8 | 22.7 | 24.6 | 28.8 | 12 | 16.4 | 19.7 | 24.1 | 22.7 | 24.1 | 25.6 | 13 | 16.6 | 20.2 | 24.2 | 23.3 | 25.0 | 25.9 | 14 | 17.0 | 20.9 | 25.6 | 24.8 | 25.7 | 26.4 | 15 | 17.2 | 21.0 | 25.4 | 24.6 | 26.5 | 27.5 | 16 | 17.8 | 21.3 | 27.3 | 24.6 | 28.4 | 29.7 |
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