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I believe this is taken directly from SORT/DeepSORT. You can check those repos and the corresponding papers for more information. But in general I think the values were just slightly tuned by the DeepSORT author and no one bothers to modify them when they use Kalman filter in other trackers.
why the init of kalman filter's std is:
std = [
2 * self._std_weight_position * measurement[3],
2 * self._std_weight_position * measurement[3],
1e-2,
2 * self._std_weight_position * measurement[3],
10 * self._std_weight_velocity * measurement[3],
10 * self._std_weight_velocity * measurement[3],
1e-5,
10 * self._std_weight_velocity * measurement[3]]
could you tell some reason or source ?
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