Multiple Object Tracking (MOT) has gained increasing attention due to its academic and commercial potential. Although different approaches have been proposed tackle this problem, it still remains challenging factors like abrupt appearance changes severe object occlusions. In work, we contribute the first comprehensive most recent review on problem. We inspect advances in various aspects propose...

We present a unified method, termed Unicorn, that can simultaneously solve four tracking problems (SOT, MOT, VOS, MOTS) with single network using the same model parameters. Due to fragmented definitions of object problem itself, most existing trackers are developed address or part tasks and over-specialize on characteristics specific tasks. By contrast, Unicorn provides solution, adopting input...