Video game systems may utilize depth cameras to capture images of game players and convert the information to depth maps which are used to model virtual skeletons of the game players. Frequently, depth cameras use projected infrared light to determine depth of objects in an imaged scene. Accurate determination of the depth of objects in the scene can be hindered when environmental factors disrupt the camera's ability to receive the projected infrared light.