1. A method of detecting a gesture, the method comprising: receiving a video sequence that includes a gesture, the video sequence comprising a plurality of frames; determining a region of interest relative to the gesture for at least one of the frames, wherein the region of interest excludes a portion of the frame; and detecting the gesture within the region of interest of the video sequence.