Table 4.
Pearson correlation coefficients (r) between heart rate measurements of individual animals obtained from Polar monitors and, heart rate measured using computer vision techniques using different cameras (GoPro, Raspberry Pi), different areas on the animal (eye area, forehead, face) and with cameras located within different distances from the animal (1.5 m, 0.5 m). Data are the average for the animal within each period of handling (six handling periods per animal).
Invasive Method | Computer-Vision Method | Mean Correlation Coefficient (r) * | Range (r) | p-Value ** | |||
---|---|---|---|---|---|---|---|
Camera | Position | Distance | Analysed Area | ||||
Polar monitor | RaspberryPi | Front | 1.5 m | Eye area | 0.89 ± 0.09 | 0.72–0.99 | <0.05 |
Polar monitor | RaspberryPi | Front | 1.5 m | Forehead | 0.62 ± 0.23 | 0.32–0.90 | <0.05 |
Polar monitor | RaspberryPi | Front | 1.5 m | Face | 0.16 ± 0.2 | −0.11–0.39 | >0.05 |
Polar monitor | RaspberryPi | Side | 0.5 m | Eye area | 0.78 ± 0.04 | 0.74–0.84 | <0.01 |
Polar monitor | RaspberryPi | Side | 0.5 m | Forehead | 0.71 ± 0.18 | 0.53–0.89 | <0.05 |
Polar monitor | GoPro | Side | 0.5 m | Eye area | 0.75 ± 0.14 | 0.55–0.92 | <0.05 |
Polar monitor | GoPro | Front | 0.5 m | Forehead | 0.65 ± 0.08 | 0.58–0.76 | <0.05 |
* Correlation coefficients are presented as mean ± SD; ** p-value are the highest observed in each category.