Research Article
RGBD Video Based Human Hand Trajectory Tracking and Gesture Recognition System
Table 7
Comparison of the false positive rate and the false negative rate on each hand digital sign.
| Digital gesture | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
| Proposed method | | | | | | | | | | | FP (%) | 0.052 | 0.074 | 0.052 | 0.0519 | 0.04 | 0.052 | 0.052 | 0.048 | 0.052 | 0.052 | FN (%) | 0 | 0 | 0 | 0 | 0.033 | 0 | 0 | 0.033 | 0 | 0 | Liu’s method [20] | | | | | | | | | | | FP (%) | 0.51 | 0.51 | 0.51 | 0 | 0 | 0.25 | 0.51 | 1.26 | 0 | 0 | FN (%) | 2.27 | 9.09 | 0 | 0 | 6.82 | 0 | 4.55 | 4.55 | 0 | 4.55 | One dollar [19] | | | | | | | | | | | FP (%) | 0.048 | 0.170 | 0.048 | 0.033 | 0.070 | 0.056 | 0.052 | 0.033 | 0.052 | 0.048 | FN (%) | 0.033 | 0.033 | 0.067 | 0.467 | 0 | 0.033 | 0 | 0.133 | 0 | 0.067 |
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