Semi-Online Multiple Object Tracking Using Graphical Tracklet Association.

Online multiple object tracking (MOT) is highly challenging when multiple objects have similar appearance or under long occlusion. In this letter, we propose a semi-online MOT method using online discriminative appearance learning and tracklet association with a sliding window. We connect similar detections of neighboring frames in a temporal window, and improve the performance of appearance featu...