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See this course: Lecture 12: Camera Projection, Robert Collins, CSE486, Penn State.

Here the relevant slides uploaded:

Note: here the principal point is not considered (in this representation) but it is the same thing.

Another good reference but more oriented graphics rendering than computer vision.