Table 5 Comparative result with our dataset in Table 3
From: First-person reading activity recognition by deep learning with synthetically generated images
| Â | Baselines | Proposed | Â | ||||
|---|---|---|---|---|---|---|---|
| Â | 1-NN + FV | SVM + FV | DCNN | Â | |||
| Â | Others | Reading | Others | Reading | Others | Reading | Â |
Scores | Precision | 19.6 | 84.0 | 36.6 | 84.5 | 70.8 | 92.9 |
for each class | Recall | 58.7 | 51.5 | 47.4 | 79.5 | 69.9 | 95.0 |
| Â | F-measure | 24.6 | 61.0 | 33.4 | 80.5 | 64.9 | 93.5 |
Averages | Precision | 51.8 | 60.5 | 81.9 | |||
over classes | Recall | 55.1 | 63.5 | 82.5 | |||
| Â | F-measure | 42.8 | 56.9 | 79.2 | |||