Table 2.
Summary of results for detection and tracking for four sets of experiments.
| No. of recordings | Blinks detected (%) | Error VJ (%) | Error FRCNN (%) | Error SSD (%) | Error CF (%) | |
|---|---|---|---|---|---|---|
| Indoor | 21 | 68.4 | 5.92 | 9.42 | 9.21 | 10.51 |
| Outdoor | 21 | 52.3 | 7.6 | 14.57 | 15.08 | 14.88 |
| Scale | 3 | 62.6 | 4.8 | 10.17 | 10.22 | 17.6 |
| Multiple | 3 | 36.8 | 15 | 16.15 | 14.61 | n/a |
| Total | 48 | 59 | 7.68 | 11.77 | 11.52 | 12.82 |
Percentage of blinks detected relates to the total number of blinks in a recording. Tracking errors are Euclidean distances in pixel between the proposed and respective method's bounding boxes, normalized by the frame-based bounding box width and height in order to account for different scales.