Table 2.
Tracking statistics of a synthetic dataset (200 frames). Best performance values are shown in bold.
| Tracking statistics | GT | Basic | FWD | BWD | ILP | TS |
|---|---|---|---|---|---|---|
| Time (s) | NA | 23.32 | 112.93 | 1,162.71 | 141.26 | 29.12 |
| Total unique tracks | 99 | 37 | 91 | 483 | 99 | 106 |
| Average track length (frames) | 95.11 | 165.19 | 103.47 | 19.49 | 95.11 | 88.83 |
| Median track length (frames) | 124 | 167 | 132 | 1 | 124 | 85.5 |
| Mitosis events | 41 | 0 | 23 | 221 | 41 | 43 |
| Fusion events | 1 | 0 | 0 | 0 | 1 | 0 |
| Life cycle time min (frames) | 4 | 4 | 1 | 1 | 4 | 1 |
| Life cycle time max (frames) | 200 | 200 | 200 | 19.49 | 200 | 200 |
| Life cycle time average (frames) | 95.11 | 165.19 | 103.47 | 19.49 | 95.11 | 88.83 |
GT, ground truth; FWD, forward; BWD, backward; ILP, this work; TS, TRACKASTRA.