Table 5 Extracted feature set of shoaling behavior.
From: Synergistic enhancement of detection-tracking framework for zebrafish shoaling behavior analysis
Categories | Metrics | Definitions | Biological significance |
|---|---|---|---|
Migratory movement | SMR | Displacement of shoal centroid per unit time | Reflect overall movement activity |
SRR | Rotational speed of shoal centroid around the scene center | Characterize the disorder degree of movement patterns | |
Spatial distribution | SD | Ratio of shoal area to scene area | Quantify the loosening trend of shoals |
NND | Minimum inter-individual distance | Measure local compactness between individuals | |
IID | Mean distance of all individuals to the shoal centroid | Reflect global spatial distribution uniformity |
