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. 2020 Jul 27;14:587. doi: 10.3389/fnins.2020.00587

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.