1. A method for video-based object tracking, said method comprising: selecting at least one motion parameter from a plurality of motion parameters associated with a scene of interest; adjusting a size of a search neighborhood associated with said target object according to said at least one motion parameter; and determining a frame-by-frame location of said target object using said adjusted search neighborhood size in order to track said target object in said video data.