Described herein is a method of registering a position and an orientation of one or more cameras in a camera imaging system. The method includes: receiving, from a depth imaging device, data indicative of a three dimensional image of the scene. The three dimensional image is calibrated with a reference frame relative to the scene. The reference frame includes a reference position and reference orientation. A three dimensional position of each of the cameras within the three dimensional image is determined relative to the reference frame. An orientation of each camera is determined to relative to the reference frame. The position and orientation of each camera is combined to determine a camera pose relative to the reference frame.