Object tracking has long been one of the central research problems in computer vision, which provides important information to understand video content. Firstly, international research status of object tracking is introduced. Then especially, the categories of object tracking methods and various algorithms in the process of development are emphatically analyzed. The key techniques are compared and addressed, and some major problems and possible solutions are also summarized.