Table 1.
The success rate and precision rate (percentage) related to the varying number of regularization constraint coefficients on VisDrone2018-test-dev.
| Parameter | λ1 | λ2 | ||||||
|---|---|---|---|---|---|---|---|---|
| Value | 0.001 | 0.1 | 0.5 | 1 | 0.71 | 0.01 | 0.1 | 1 |
| Success Rate | 60.7 | 58.4 | 59.2 | 59.0 | 60.7 | 58.5 | 59.1 | 59.0 |
| Precision Rate | 81.1 | 78.4 | 79.5 | 80.2 | 81.1 | 79.1 | 80.1 | 79.5 |
In historical models, ϕscores = 20 and ϕhist = 30. The threshold of precision rate is set to 21 pixels.
Bold values refer to first place in the experiments.