1. A method to calibrate a camera, the method comprising: capturing by the camera a frame of a scene; identifying features appearing in the captured frame, the features associated with pre-determined values representative of physical attributes of one or more objects; and determining parameters of the camera based on the identified features appearing in the captured frame and the pre-determined values associated with the identified features.