 Principal point

In an ideal camera model, the principal point is the intersection of the optical axis with the image plane, expressed in image pixel coordinates $(c_x,c_y)$. It supplies the coordinate offset in perspective projection. For a scene point $(X,Y,Z)$ expressed relative to the camera, the model iswhere $f_x,f_y$ are focal lengths in pixel units. Thus the principal point belongs to the camera's internal geometry; the camera's position and orientation in the world are separate parameters.^[ref]

For $f_x=800$, $c_x=320$, $X=0.1$ metres and $Z=2$ metres, the horizontal coordinate is $u=360$ pixels. A point on the optical axis instead has $X=Y=0$ and projects to $(c_x,c_y)$. The principal point is often near the image center, but camera calibration estimates it rather than establishing that it must be exactly centered. Cropping an image also changes the principal point's coordinate values: removing 20 columns from the left changes $c_x=320$ to $300$, without physically moving the optical axis.