Table 1. Recognition rate in the KTH database under different dictionary capacities (%).
Dictionary capacity | 300 | 400 | 500 | 800 | 1000 | 1500 |
---|---|---|---|---|---|---|
Boxing | 100.00 | 100.00 | 100.00 | 98.55 | 95.20 | 95.60 |
Hand clapping | 94.33 | 95.00 | 94.50 | 94.25 | 87.33 | 88.25 |
Hand waving | 98.75 | 100.00 | 97.33 | 95.50 | 90.00 | 90.00 |
Jogging | 84.33 | 85.50 | 85.50 | 86.50 | 80.50 | 78.50 |
Running | 88.25 | 90.00 | 80.50 | 80.33 | 80.50 | 82.33 |
Walking | 94.50 | 95.50 | 92.00 | 87.23 | 85.50 | 86.50 |
Average | 93.36 | 94.33 | 91.63 | 90.39 | 86.50 | 86.86 |