From: EMG-based facial gesture recognition through versatile elliptic basis function neural network
Gestures | G1 | G2 | G3 | G4 | G5 | G6 | G7 | G8 | G9 | G10 |
---|---|---|---|---|---|---|---|---|---|---|
Features | ||||||||||
MAV | 35.5 | 77.7 | 88.8 | 77.7 | 100 | 97.7 | 100 | 83.3 | 100 | 98.8 |
MAVS | 31.1 | 77.7 | 88.8 | 77.7 | 100 | 94.4 | 94.4 | 82.2 | 100 | 98.8 |
RMS | 25.5 | 82.2 | 87.7 | 86.6 | 88.8 | 97.7 | 96.6 | 82.2 | 98.8 | 98.8 |
VAR | 23.3 | 0 | 44.4 | 45.5 | 55.5 | 22.2 | 72.2 | 14.4 | 11.1 | 44.4 |
WL | 11.1 | 32.2 | 34.4 | 12.2 | 11.1 | 31.1 | 43.3 | 24.4 | 12.2 | 32.2 |
IEMG | 35.5 | 77.7 | 88.8 | 76.6 | 100 | 95.5 | 96.6 | 88.8 | 97.7 | 100 |
SSC | 22.2 | 86.6 | 45.5 | 64.4 | 34.4 | 70 | 88.8 | 43.3 | 44.4 | 88.8 |
MV | 40 | 21.1 | 11.1 | 11.1 | 25.5 | 52.2 | 42.2 | 25.5 | 31.1 | 35.5 |
SSI | 33.3 | 85.5 | 87.7 | 77.7 | 98.8 | 81.1 | 93.3 | 78.8 | 90 | 97.7 |
MPV | 36.6 | 88.8 | 100 | 87.7 | 100 | 95.5 | 100 | 66.6 | 97.7 | 98.8 |
Mean | 29.41 | 62.95 | 67.72 | 61.72 | 71.41 | 73.74 | 82.74 | 58.95 | 68.3 | 79.38 |
Maximum | 40 | 88.8 | 100 | 87.7 | 100 | 97.7 | 100 | 88.8 | 100 | 100 |
Minimum | 11.1 | 0 | 11.1 | 11.1 | 11.1 | 22.2 | 42.2 | 14.4 | 11.1 | 32.2 |