Figure 2

Illustration of two possible covariance tracking search strategies. The exhaustive search approach (left) where a large number of candidate bounding boxes is uniformly sampled and evaluated, and the steepest descent method (right) where gradient-based local search is launched looking for the position that minimizes the Riemannian distance.