Table 3.
The comparison of four datasets
| Fall Dataset | Scene | Veiw | Object | Action | Sensor | Data |
|---|---|---|---|---|---|---|
| University of Rzeszow Fall Detection (URFD) |
indoor (office) | fall–two; ADL–single |
single person (designated) |
fall + activities of daily living (ADL) |
depth and RGB cameras+ accelerator |
PNG 16 format and RGB images and accelerometric data |
| fall Detection Dataset (FDD) |
indoor(office ∖home∖ coffee room) |
single | single person (designated) |
fall + activities of daily living (ADL) |
RGB camera | RGB images |
| Multi-cam video dataset |
indoor (office) | 8 cameras | single person (designated) |
fall + confounding events |
RGB camera | RGB images |
| Postures of Fall (PoF) |
indoor (campus corridor∖subway station);outdoor (bus stops∖streets) |
single | single or multi-person (random) |
fall + walking∖ running∖standing |
RGB camera | RGB images |