Sparse appearance model and efficient classifier are regarded as objects of study inthis paper, aiming at improving the robust of tracking algorithm which may be damagedby the change of object appearance in complex tracking scenes. Visual object trackingbelongs to the basic research category of computer vision, has broad applications in safemonitoring, intelligent traffic, military application, video compression, human computerinteraction and so on, improving the robustness of visual object tracking algorit...