Tracking multi-object using tracklet and Faster R-CNN
Yosra Dorai, Sami Gazzah, Frédéric Chausse, Najoua Essoukri Ben Amara · 2016
In this work, we propose an original approach for tracking using tracklets (mini-trajectories) and Faster R-CNN. In fact, the major tracking problem is how an object can keep the same ID during the entire trajectory. To solve problems of tracking, we proceed on the one hand by the definition of a specific signature for each detected object to build tracklets. On the other hand, we associate these mini-trajectories in order to have complete trajectory.