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Postures classification comparison using Dataset D1.
| Method | P1 | P2 | P3 | P4 | P5 | P6 | P7 | P8 | P9 | P10 |
|---|---|---|---|---|---|---|---|---|---|---|
| CNN [31] | 96.88% | 97.83% | 96.56% | 92.58% | 95.31% | 92.04% | 93.24% | 96.62% | 93.56% | 94.75% |
| Shape Context [52] | 92.18% | 81.11% | 88.12% | 89.35% | 85.93% | 78.17% | 79.41% | 88.00% | 83.72% | 88.27% |
| Ellipse descriptor [19] | 74.03% | 67.93% | 66.34% | 71.85% | 66.66% | 66.46% | 73.49% | 72.38% | 63.76% | 71.65% |
| Our method | 95.62% | 96.90% | 99.06% | 96.77% | 89.37% | 94.40% | 89.70% | 96.92% | 98.30% | 92.59% |
