"...Scale, photo tilt etc and the quantifying thereof are not just abstractions from left field to me, ..."
Yes - the subject is photogrammetry. The "Manual of Photogrmmetry" can be found in used condition online for a reasonable price. Not much there directly for facial ident. - but a lot of interesting stuff.
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