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...