Research Article
Human Activity Recognition Using Gaussian Mixture Hidden Conditional Random Fields
Table 2
Confusion matrix of the proposed recognition model using KTH action dataset (unit: %).
| Activities | Walking | Jogging | Running | Boxing | Hand-wave | Handclap |
| Walking | 100 | 0 | 0 | 0 | 0 | 0 | Jogging | 0 | 98 | 1 | 1 | 0 | 0 | Running | 2 | 1 | 95 | 1 | 1 | 0 | Boxing | 0 | 2 | 1 | 97 | 0 | 0 | Hand-wave | 1 | 0 | 1 | 0 | 98 | 0 | Handclap | 0 | 0 | 1 | 0 | 0 | 99 | Average | 97.83 |
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