Table 3.
Performance of our proposed system according to human locations using the CAD-60. Five locations are presented: bathroom, bedroom, kitchen, living room, and office.
| Location | Activity | Prediction (%) |
|---|---|---|
| Bathroom | Brushing teeth Rinsing mouth Wearing contact lenses |
100% 94% 99% |
| Bedroom | Drinking water Opening pill container |
95% 95% |
| Kitchen | Cooking (chopping) Cooking (stirring) Still |
93% 100% 93% |
| Living room | Random Relaxing on couch Talking on phone Talking on couch |
92% 90% 95% 97% |
| Office | Writing on board Working on computer |
96% 94% |
| Average | 95.5% |