Table 7.
Experimental evaluation of the dependence of the quality of re-identification on the probability threshold applied to the Filter Module: the case when the neural network for Re-ID is trained on MSMT17 Merged and tested on DukeMTMC-reID (cross-domain Re-ID).
| Threshold | , % | , % | Gallery Reduction, % | Query Reduction, % |
|---|---|---|---|---|
| 0.0 | 72.51 | 53.71 | 0.00 | 0.00 |
| 0.1 | 72.54 | 53.73 | 0.01 | 0.04 |
| 0.2 | 72.77 | 54.06 | 0.25 | 0.49 |
| 0.3 | 73.13 | 54.64 | 0.80 | 1.12 |
| 0.4 | 73.40 | 55.11 | 1.47 | 1.75 |
| 0.5 | 73.82 | 55.64 | 2.29 | 2.51 |
| 0.6 | 74.12 | 56.20 | 3.50 | 3.23 |
| 0.7 | 74.80 | 57.07 | 5.40 | 4.44 |
| 0.8 | 75.68 | 58.40 | 8.20 | 6.91 |
| 0.9 | 77.55 | 60.99 | 14.04 | 12.30 |